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Berkeley, CA

https://ishaanmalhi.me/

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Berkeley-Data-Science-Discovery-Program

Ishaan Malhi's starred repositories

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Language:Python37696 2108 53

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Language:PythonApache-2.035210 760 9208

numpy

The fundamental package for scientific computing with Python.

Language:PythonNOASSERTION26988 595 12535

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

MIT26561 931 24

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

Language:Jupyter NotebookApache-2.012934 329 312

awesome-mlops

A curated list of references for MLOps

dagster

An orchestration platform for the development, production, and observation of data assets.

Language:PythonApache-2.010656 116 7058

kornia

Geometric Computer Vision Library for Spatial AI

Language:PythonApache-2.09585 129 900

dex

OpenID Connect (OIDC) identity and OAuth 2.0 provider with pluggable connectors

Language:GoApache-2.09179 173 1117

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Language:PythonApache-2.07667 53 2321

automl

Google Brain AutoML

Language:Jupyter NotebookApache-2.06172 152 884

snorkel

A system for quickly generating training data with weak supervision

Language:PythonApache-2.05743 167 980

tpu

Reference models and tools for Cloud TPUs.

Language:Jupyter NotebookApache-2.05194 355 472

flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Language:GoApache-2.05165 258 3044

fawkes

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

Language:PythonBSD-3-Clause5156 115 160

tch-rs

Rust bindings for the C++ api of PyTorch.

Language:RustApache-2.04004 51 549

cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

Language:JavaScriptApache-2.03967 51 641

volcano

A Cloud Native Batch System (Project under CNCF)

Language:GoApache-2.03898 88 1472

MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Language:PythonNOASSERTION2354 45 540

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Language:Jupyter NotebookMIT1991 29 89

elyra

Elyra extends JupyterLab with an AI centric approach.

Language:PythonApache-2.01797 44 1618

brain-tokyo-workshop

🧠🗼

Language:Jupyter NotebookApache-2.01238 38 27

MapGenerator

ProcGen American City Maps

Language:TypeScriptLGPL-3.01205 47 34

cromwell

Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments

Language:ScalaBSD-3-Clause970 111 2835

glimmer.js

Central repository for the Glimmer.js project

Language:TypeScriptMIT746 44 135

mimic-cxr

Code, documentation, and discussion around the MIMIC-CXR database

Language:Jupyter NotebookMIT242 250

kaggle-rsna18

Code for 1st place solution in Kaggle RSNA Pneumonia Detection Challenge.

Language:PythonMIT215 9 4

batchspawner

Custom Spawner for Jupyterhub to start servers in batch scheduled systems

Language:PythonBSD-3-Clause181 16 144

IBAC-SNI

Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck" by Maximilian Igl, Kamil Ciosek, Yingzhen Li, Sebastian Tschiatschek, Cheng Zhang, Sam Devlin and Katja Hofmann.

Language:PythonNOASSERTION51 5 7

inference-sdk

SDK for integrating ML models with the Arterys platform

Language:PythonApache-2.019 60