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aiva

AIVA (A.I. Virtual Assistant): General-purpose virtual assistant for developers.

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

bert

TensorFlow code and pre-trained models for BERT

drqa

Reading Wikipedia to Answer Open-Domain Questions

drqa-1

A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.

drqa-webui

DrQA Web UI

facebook-messenger-bot

Facebook chatbot that I trained to talk like me using Seq2Seq

gensim-data

Data repository for pretrained NLP models and NLP corpora.

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2sqa

Fine-tuning GPT-2 Small for Question Answering

gym-micropolis

An interface with micropolis for city-building agents, packaged as an OpenAI gym environment

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

lotterytickethypothesis-tensorflow

Implementation of the most important parts of the Lottery Ticket Hypothesis Paper

neat-openai-gym

NEAT for Reinforcement Learning on the OpenAI Gym

neural-mmo

Neural MMO - A Massively Multiagent Game Environment

neural-mmo-client

3D Client for https://github.com/openai/neural-mmo

nlp-in-practice

Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, word count with pyspark, simple text preprocessing, accessing pre-trained embeddings and more.

pacman-ai

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

php-secure-file-xfer

Simple PHP secure transfer scripting

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

robustness_lib

sklearn_tutorial

Materials for my scikit-learn tutorial

snorkel

A system for quickly generating training data with weak supervision

stylegan-artmix

reworking stylegan-art by ak9250

stylegan-encoder

StyleGAN Encoder - converts real images to latent space

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

trains

TRAINS - Auto-Magical Experiment Manager & Version Control for AI