jintw's repositories
100-Days-Of-ML-Code
100 Days of ML Coding
adaptive-softmax
Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)
awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
deeplearning_ai_books
deeplearning_ai_books
dlbook_notation
LaTeX files for the Deep Learning book notation
fairseq-py
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
gluon-tutorials-zh
通过MXNet/Gluon来动手学习深度学习
Good-Papers
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
master_thesis
Code and other stuff for my master thesis
pkuseg-python
python版本：高准确度中文分词工具，简单易用，跟现有开源工具相比大幅提高了分词的准确率。
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
tensorflow-XNN
4th Place Solution for Mercari Price Suggestion Challenge on Kaggle (https://www.kaggle.com/c/mercari-price-suggestion-challenge)
tensorflow-zh
谷歌全新开源人工智能系统TensorFlow官方文档中文版
tikz-network
A tool to visualize complex networks in LaTeX