Amit Pandit's Projects
Sample application for Lightning Web Components on Salesforce Platform. Part of the sample gallery. Event management use case. Get inspired and learn best practices.
Sample application for Lightning Web Components and Communities on Salesforce Platform. Part of the sample gallery. Retail use case. Get inspired and learn best practices.
Example deep learning projects that use wandb's features.
Machine learning models and utilities for exoplanet science.
Style transfer, deep learning, feature transform
Flickr-Faces-HQ Dataset (FFHQ)
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
The Open Source Data Science Masters
Code for the paper "Language Models are Unsupervised Multitask Learners"
A toolkit for developing and comparing reinforcement learning algorithms.
Self-driving car simulator for the Duckietown universe
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Keras Implementation of Painting outside the box
Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry
Resources for "Introduction to Deep Learning" course.
A compiled list of kaggle competitions and their winning solutions for classification problems.
Deep Learning for humans
Library to scrape and clean web pages to create massive datasets.
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
A collection of infrastructure and tools for research in neural network interpretability.
A collection of easy-to-digest code examples for Lightning Web Components on Salesforce Platform
A collection of machine learning examples and tutorials.
ML.NET is an open source and cross-platform machine learning framework for .NET.
Facilitating the design, comparison and sharing of deep text matching models.
Convolutional Neural Network for 3D meshes in PyTorch
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.