Aman Chadha (amanchadha)

amanchadha

Geek Repo

Company:Amazon Inc. / Ex- / Stanford University

Location:San Francisco Bay Area, CA

Home Page:www.aman.ai

Twitter:@i_amanchadha

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Aman Chadha's repositories

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

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coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Language:Jupyter NotebookLicense:MITStargazers:396Issues:5Issues:1

coursera-machine-learning-engineering-for-prod-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

Language:Jupyter NotebookStargazers:355Issues:3Issues:1

iSeeBetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

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coursera-natural-language-processing-specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Language:Jupyter NotebookLicense:MITStargazers:276Issues:8Issues:2

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Language:Jupyter NotebookLicense:MITStargazers:225Issues:3Issues:2

stanford-cs231n-assignments-2020

This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).

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stanford-cs224n-assignments-2021

This repository contains my solutions to the assignments for Stanford's CS224n "Natural Language Processing with Deep Learning" (Winter 2021).

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FRVSR-GAN

A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs

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Efficient_Python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

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Data-science

Collection of useful data science topics along with code and articles

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data-science-interviews

Data science interview questions and answers

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aman-ai

iPython Notebooks for NumPy and Python Primers

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Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

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applied-ml

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

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awesome-full-stack-machine-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

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awesome-artificial-intelligence-guidelines

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

License:MITStargazers:10Issues:2Issues:0

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

License:MITStargazers:10Issues:2Issues:0

leetcode-patterns

A curated list of leetcode questions grouped by their common patterns

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ml-interviews-book

https://huyenchip.com/ml-interviews-book/

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mle-for-production-mlops

Machine Learning Engineering for Production (MLOps) is an online non-credit specialization authorized by DeepLearning.AI and offered through Coursera

License:MITStargazers:6Issues:2Issues:0

The-Engineering-Manager-Pandect

A comprehensive reference for all topics related to becoming a great Engineering Manager

License:CC0-1.0Stargazers:5Issues:2Issues:0

approachingalmost

Approaching (Almost) Any Machine Learning Problem

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

DSOnMacARM

My notes on how I created my Data Science environment on macOS ARM

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MDVC

PyTorch implementation of Multi-modal Dense Video Captioning (CVPR 2020 Workshops)

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miniforge

A conda-forge distribution.

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word2vec_commented

Commented (but unaltered) version of original word2vec C implementation.

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pycco

Literate-style documentation generator.

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