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100_days_of_ml_code

These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube

8-quant-algos

Several diverse-universe market-agnostic trading algos that I like, cribbed from the open Community Forums at Quantopian

alibi-detect

Algorithms for outlier and adversarial instance detection, concept drift and metrics.

alpha101

基于万矿平台，对alpha101因子进行测试并构造多因子策略

alphalens

Performance analysis of predictive (alpha) stock factors

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

anomaliesinoptions

In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

backtesting.py

:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

backtrader

Python Backtesting library for trading strategies

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bert-stock-prediction-using-nlp

In this project, my team and I use Google's new BERT model to predict the S&P 500 using SEC 8-K filings

binance-official-api-docs

Official Documentation for the Binance APIs and Streams

bqplot

Plotting library for IPython/Jupyter Notebooks

bucket_api_heroku

capmarket

capstone

cookbook

Companion files to the kdb+ Knowledge Base

cs-224n

CS 224n Natural Language Processing with Deep Learning

cs224n-final-project

Final Project for CS 224n that predicts future stock prices based on a particular company's financial reports both quarterly and annual.

cvxpy

A Python-embedded modeling language for convex optimization problems.

deep-portfolio-management

Source code for the blog post on the evolution of the asset allocation methods

factortimingproject

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hangman

A tutorial demonstrating how to train a neural network to play hangman using CNTK

imooc-algorithm-pythonedition

慕课网的实战课程“算法与数据结构“的全python实现

ipyleaflet

A Jupyter - Leaflet.js bridge

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）