Amandeep Rathee (arathee2)

arathee2

Geek Repo

Company:Data Scientist at Zappos

Location:Las Vegas, NV, USA

Home Page:http://amandeeprathee.com/

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Amandeep Rathee's starred repositories

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

License:NOASSERTIONStargazers:26037Issues:0Issues:0

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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surgeon-pytorch

A library to inspect and extract intermediate layers of PyTorch models.

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torchview

torchview: visualize pytorch models

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ruff

An extremely fast Python linter and code formatter, written in Rust.

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inline-sql

🪄 Inline SQL in any Python program

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awesome-diagramming

A curated collection of diagramming tools used by leading software engineering teams

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AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

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q

q - Run SQL directly on delimited files and multi-file sqlite databases

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modin

Modin: Scale your Pandas workflows by changing a single line of code

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copilot-in-the-terminal

Hack to get Github Copilot working in the terminal with bash

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

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jc

CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.

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zerodark-theme

A dark, medium-contrast theme for Emacs

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preDict

Lightning fast spell correction / fuzzy search library based on SymSpell by Commerce-Experts

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StarSpace

Learning embeddings for classification, retrieval and ranking.

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import-tracker

Python utility for tracking third party dependencies within a library

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yao

:rocket: A performance app engine to create web services and applications in minutes.Suitable for AI, IoT, Industrial Internet, Connected Vehicles, DevOps, Energy, Finance and many other use-cases.

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imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

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pytorch-SkipGram

Implementing Skip-gram Negative Sampling with pytorch

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Skip-Gram-Model-PyTorch

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

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every-programmer-should-know

A collection of (mostly) technical things every software developer should know about

License:CC-BY-4.0Stargazers:78486Issues:0Issues:0

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

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PlotNeuralNet

Latex code for making neural networks diagrams

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hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

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drgn

Programmable debugger

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thefuzz

Fuzzy String Matching in Python

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klara

Automatic test case generation for python and static analysis library

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structured-text-tools

A list of command-line tools for manipulating structured text data

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miller

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

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