sandeepk9z

awesome-project-ideas

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

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

lightning-hydra-template

Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.

spokestack-python

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

nlprule

A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

feedback-transformer-pytorch

Implementation of Feedback Transformer in Pytorch

ALPS_2021

XAI Tutorial for the Explainable AI track in the ALPS winter school 2021

msds621

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.

robustness-gym

Robustness Gym is an evaluation toolkit for machine learning.

doccano

Open source annotation tool for machine learning practitioners.

PlotNeuralNet

Latex code for making neural networks diagrams

robustness_metrics

neural_prophet

NeuralProphet: A simple forecasting package

fastpractice

Exercises for FastAI v2

NLTK-Book-Resource

Notes and solutions to complement the official NLTK book

Deep-learning-in-cloud

List of Deep Learning Cloud Providers

machine-learning-notes

My personal notes on Machine Learning

drifter_ml

A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.

awesome-neural-adaptation-in-NLP

Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

usepandas

MLT_Talks

Slides, videos and other resources from MLT Talks

Practical-Deep-Learning-for-Coders-2.0

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language Processing

PythonAlgorithms

All Algorithms implemented in Python 3 a project for hacktoberfest2020 - NO Issues or PRs for hacktoberfest 2021

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

detr

End-to-End Object Detection with Transformers

nlp_profiler

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.