patel-parth

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London, United Kingdom

Parth's starred repositories

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language:PythonMIT3030400

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.03177100

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

Language:Jupyter NotebookMIT167300

fastbook

The fastai book, published as Jupyter Notebooks

Language:Jupyter NotebookNOASSERTION2168000

DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Language:PythonApache-2.0668200

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonApache-2.03503800

fairlearn

A Python package to assess and improve fairness of machine learning models.

Language:PythonMIT192400

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Language:HTML898300

impyute

Data imputations library to preprocess datasets with missing data

Language:PythonMIT35200

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

Language:PythonGPL-3.0222100

recommenders

Best Practices on Recommendation Systems

Language:PythonMIT1893600

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Language:Jupyter NotebookMIT424200

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Language:Jupyter NotebookMIT3724600

hacker-scripts

Based on a true story

Language:JavaScript4749200

ns-vqa

Neural-symbolic visual question answering

Language:Python25900

SPADE

Semantic Image Synthesis with SPADE

Language:PythonNOASSERTION760200

oreilly-rl-tutorial

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

Language:Jupyter Notebook27400

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

Language:TeX302800

pytorch-examples

Simple examples to introduce PyTorch

Language:PythonMIT469700

awesome-rl

Reinforcement learning resources curated

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

Language:PythonMIT1352900

deep_learning_object_detection

A paper list of object detection using deep learning.

Language:Python1129900

PlotNeuralNet

Latex code for making neural networks diagrams

Language:TeXMIT2195200

deep-visualization-toolbox

DeepVis Toolbox

Language:PythonMIT401100

Tensorflow-Cookbook

Simple Tensorflow Cookbook for easy-to-use

Language:PythonMIT277900

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

MIT631300

Digit-Recognizer-using-openCV-and-CNN

This code helps you to classify digits using OpenCV and CNN

Language:Python2200

vrn

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Language:MATLABMIT451200

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

MIT782700

Deep-Learning-Book-Chapter-Summaries

Attempting to make the Deep Learning Book easier to understand.

Language:Jupyter Notebook106700