rmanak

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

pred-rnn

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

SnakeAI

Train a Neural Network to play Snake using a Genetic Algorithm

treon

Easy to use test framework for Jupyter Notebooks

pyflux

Open source time series library for Python

optuna

A hyperparameter optimization framework

interpretability-literature

tfdeploy

Deploy tensorflow graphs for fast evaluation and export to tensorflow-less environments running numpy.

textlytics

Text processing library for sentiment analysis and related tasks

numpy-100

100 numpy exercises (with solutions)

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

matching

A package for solving matching games

doccano

Open source annotation tool for machine learning practitioners.

punctuator2

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

dvc

🦉 ML Experiments and Data Management with Git

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

wtfpython

What the f*ck Python? 😱

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

nlp-beginner-guide-keras

NLP model implementations with keras for beginner

CharCnn_Keras

The implementation of text classification using character level convoultion neural networks using Keras

kchar

Character-Aware Neural Language Models. A keras-based implementation

nlp-benchmarks

qclass_dl

Question classification on TREC dataset using Deep Neural structures, namely CNN & LSTM & both of them.

lazydata

Lazydata: Scalable data dependencies for Python projects

ake-datasets

Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

KeyPhrase-Extraction

awesome-public-datasets

A topic-centric list of HQ open datasets.

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

featuretools

An open source python library for automated feature engineering