amanchadha
GenAI @ AWS • Ex: Apple, Stanford
Amazon Inc. / Ex- / Stanford UniversitySan Francisco Bay Area, CA
Pinned Repositories
100-nlp-papers
100 Must-Read NLP Papers
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
coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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
coursera-natural-language-processing-specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
FRVSR-GAN
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
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
LeetCode-Solutions
:octocat: (Weekly Update) Python / Modern C++ Solutions of All 1643 LeetCode Problems
MDVC
PyTorch implementation of Multi-modal Dense Video Captioning (CVPR 2020 Workshops)
sotawhat
Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.
amanchadha's Repositories
amanchadha/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
amanchadha/coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
amanchadha/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
amanchadha/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
amanchadha/coursera-natural-language-processing-specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
amanchadha/coursera-ai-for-medicine-specialization
Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai
amanchadha/stanford-cs231n-assignments-2020
This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).
amanchadha/stanford-cs224n-assignments-2021
This repository contains my solutions to the assignments for Stanford's CS224n "Natural Language Processing with Deep Learning" (Winter 2021).
amanchadha/FRVSR-GAN
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
amanchadha/Efficient_Python_tricks_and_tools_for_data_scientists
Efficient Python Tricks and Tools for Data Scientists
amanchadha/Data-science
Collection of useful data science topics along with code and articles
amanchadha/data-science-interviews
Data science interview questions and answers
amanchadha/llm-course
Course on LLMs: Building Personalized Customer Chatbots •
amanchadha/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
amanchadha/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
amanchadha/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
amanchadha/awesome-artificial-intelligence-guidelines
This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.
amanchadha/leetcode-patterns
A curated list of leetcode questions grouped by their common patterns
amanchadha/ml-interviews-book
https://huyenchip.com/ml-interviews-book/
amanchadha/mle-for-production-mlops
Machine Learning Engineering for Production (MLOps) is an online non-credit specialization authorized by DeepLearning.AI and offered through Coursera
amanchadha/The-Engineering-Manager-Pandect
A comprehensive reference for all topics related to becoming a great Engineering Manager
amanchadha/amanchadha
README
amanchadha/approachingalmost
Approaching (Almost) Any Machine Learning Problem
amanchadha/awesome-vision-language-pretraining-papers
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
amanchadha/DSOnMacARM
My notes on how I created my Data Science environment on macOS ARM
amanchadha/MDVC
PyTorch implementation of Multi-modal Dense Video Captioning (CVPR 2020 Workshops)
amanchadha/miniforge
A conda-forge distribution.
amanchadha/word2vec_commented
Commented (but unaltered) version of original word2vec C implementation.
amanchadha/pycco
Literate-style documentation generator.
amanchadha/singlestore-spaces-notebooks
Collection of notebooks for use with SingleStoreDB