Manpreet Singh Ghotra's repositories
htm-drivefailures
Hard drive failure prediction using SMART data set
mini-autograd
Simple autograd library for you and me!
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
mini-models
Models like Bigram, BOW, MLP, RNN, GRU, GPT
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
autoscaler
Autoscaling components for Kubernetes
consistenthashing
Consistent Hashing Implementation
ctrl
Conditional Transformer Language Model for Controllable Generation
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
deep-rl-class
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
ds
Distributed Systems
haystack
:mag: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...
Leetcode
Complete solutions to Leetcode problems; updated daily. (I'm looking for long-term contributors/partners to this repo! Send me PRs if you're interested! - 9/5/2018)
Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
mlflow
Open source platform for the complete machine learning lifecycle
node-question-answering
Fast and production-ready question answering in Node.js
open-interpreter
OpenAI's Code Interpreter in your terminal, running locally
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
serving
A flexible, high-performance serving system for machine learning models
system-design-interview
System design interview for IT companies
tokenizers
💥Fast State-of-the-Art Tokenizers optimized for Research and Production
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
workshops
Materials for workshops on the Hugging Face ecosystem