TarrySingh

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

ERNIE

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

cookbook

R-transformer

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

gpt2-paper-title-generator

Generating ML paper titles with GPT-2 trained on data scraped from arXiv

3d-photo-inpainting

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

handout

Turn Python scripts into handouts with Markdown and figures

ml-cheatsheet

Machine learning cheatsheet

practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

botorch

Bayesian optimization in PyTorch

CADLab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

ciml

A Course in Machine Learning

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

COVID-Net

COVID-Net Open Source Initiative

DialoGPT

Large-scale pretraining for dialogue

EvoGrad

fastai-v3xrayclassifier

Starter app for fastai v3 . A basic x-ray classifier model deployed on Render

gatsby-starter-foundation

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

GPT-Chatbot

Developing Chatbot based on GPT

interpret

Fit interpretable models. Explain blackbox machine learning.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

sig-mlops

CDF SIG MLOps

swift

Swift for TensorFlow Project Home Page

tensorflow2-generative-models

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

Tips-Tricks

Big and small hurdles I overcame to make things work on my Mac

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

TREQS

A Translate-Edit Model for Question to SQL Query Generation in Healthcare