This repository contains demos I made with the Transformers library by HuggingFace.

Neural Networks: Zero to Hero

LLM101n: Let's build a Storyteller

A collection of libraries to optimise AI model performances

Neural Scene Flow Fields using pytorch-lightning, with potential improvements

A multi-voice TTS system trained with an emphasis on quality

A repository for benchmarking neural vocoders by their quality and speed.

Model parallel transformers in JAX and Haiku

Animation engine for explanatory math videos

Spectrograms, MFCCs, and Inversion Demo in a jupyter notebook

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

DeepMind's Tacotron-2 Tensorflow implementation

Repo for the Deep Reinforcement Learning Nanodegree program

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

A best practice for tensorflow project template architecture.

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

CNN visualization tool in TensorFlow

A Tensorflow(v1.4) implementation of Capsule Networks (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)

Tensorflow implementation for Conditional Convolutional Adversarial Networks.

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

A program to evaluate the quality of image segmentations.

Reinforcement learning environments with musculoskeletal models

Deep learning with cats (^._.^)

Recurrent Neural Network - A curated list of resources dedicated to RNN