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Amit Pandit's Projects

easy-spaces-lwc icon easy-spaces-lwc

Sample application for Lightning Web Components on Salesforce Platform. Part of the sample gallery. Event management use case. Get inspired and learn best practices.

ebikes-lwc icon ebikes-lwc

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.

examples icon examples

Example deep learning projects that use wandb's features.

exoplanet-ml icon exoplanet-ml

Machine learning models and utilities for exoplanet science.

gandissect icon gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

ganimation icon ganimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

go icon go

The Open Source Data Science Masters

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imagenet18 icon imagenet18

Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry

intro-to-dl icon intro-to-dl

Resources for "Introduction to Deep Learning" course.

kaggle-classification icon kaggle-classification

A compiled list of kaggle competitions and their winning solutions for classification problems.

lazynlp icon lazynlp

Library to scrape and clean web pages to create massive datasets.

lightgbm icon lightgbm

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.

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

lwc-recipes icon lwc-recipes

A collection of easy-to-digest code examples for Lightning Web Components on Salesforce Platform

machinelearning icon machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

matchzoo icon matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

meshcnn icon meshcnn

Convolutional Neural Network for 3D meshes in PyTorch

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

nlp-progress icon nlp-progress

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.

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