Akshayab

tensorflow

An Open Source Machine Learning Framework for Everyone

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

material-design-icons

Material Design icons by Google (Material Symbols)

fastlane

🚀 The easiest way to automate building and releasing your iOS and Android apps

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

guidance

A guidance language for controlling large language models.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

og-equity-compensation

Stock options, RSUs, taxes — read the latest edition: www.holloway.com/ec

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

juliusjs

A speech recognition library for the web

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

nexus-tools

Installer for ADB, Fastboot, and other Android tools on Linux, macOS, Chrome OS, and Windows

ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

opytimizer

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

Multimodal-Toolkit

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

atlas

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

minibatch

Python stream processing for humans

Knowledge-Distillation-Toolkit

:no_entry: [DEPRECATED] A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.

Transformers-Domain-Adaptation

:no_entry: [DEPRECATED] Adapt Transformer-based language models to new text domains

hydra

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

covid-xprize

Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge

foreshadow

An automatic machine learning system

heroku-buildpack-scipy

Custom Heroku buildpack for Python with NumPy and SciPy

prophylax

Leap-Academia