cola945's Stars
deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-
Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.
carrilloric/CS230
Generative Adversarial Network for Stock Market Price Prediction
hungchun-lin/Stock-price-prediction-using-GAN
In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method that is capable of learning order dependence in sequence prediction problems. Furthermore, we will utilize Generative Adversarial Network(GAN) to make the prediction. LSTM will be used as a generator, and CNN as a discriminator. In addition, Natural Language Processing(NLP) will also be used in this project to analyze the influence of News on stock prices.
LouisChen1992/Deep_Learning_Asset_Pricing
dzitkowskik/StockPredictionRNN
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
26hzhang/StockPrediction
Plain Stock Close-Price Prediction via Graves LSTM RNNs
mnielsen/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
academic/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
ChristosChristofidis/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
josephmisiti/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
timestocome/Test-stock-prediction-algorithms
Use deep learning, genetic programming and other methods to predict stock and market movements
roscibely/stock-price-prediction
Stock Prediction using Machine Learning 📈 📉
scorpionhiccup/StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
etai83/lstm_stock_prediction
This is an LSTM stock prediction using Tensorflow with Keras on top.
Jack-Lee-Hiter/deeplearningbook-chinese
Deep Learning Book Chinese Translation
Jack-Lee-Hiter/campus_interview
互联网校招面经汇总（大家多多贡献下）
Jack-Lee-Hiter/AlgorithmsByPython
算法/数据结构/Python/剑指offer/机器学习/leetcode
ApolloAuto/apollo
An open autonomous driving platform
hichenway/stock_predict_with_LSTM
Predict stock with LSTM supporting pytorch, keras and tensorflow
silverrainb/bitcoin-price-pred
Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest
eugeneyan/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
coells/100days
100 days of algorithms
pythonstock/stock
stock，股票系统。使用python进行开发。
ccfddl/ccf-deadlines
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
MLNLP-World/Top-AI-Conferences-Paper-with-Code
MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
PyPatel/Quant-Finance-Resources
Courses, Articles and many more which can help beginners or professionals.
VivekPa/AIAlpha
Use unsupervised and supervised learning to predict stocks
rafatisina/Deep-Stock-Predction
https://arxiv.org/abs/2006.04992
JordiCorbilla/stock-prediction-deep-neural-learning
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
dmlc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow