Sairam954

javascript-algorithms

📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

Python

All Algorithms implemented in Python

Best-websites-a-programmer-should-visit

:link: Some useful websites for programmers.

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

30-Days-Of-Python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

fastbook

The fastai book, published as Jupyter Notebooks

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

learn-python3

Jupyter notebooks for teaching/learning Python 3

DataScienceResources

Open Source Data Science Resources.

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

PyRival

⚡ Competitive Programming Library

finn

Dataflow compiler for QNN inference on FPGAs

BNN-PYNQ

Quantized Neural Networks (QNNs) on PYNQ

gtc2017-numba

Numba tutorial for GTC 2017 conference

aihwkit

IBM Analog Hardware Acceleration Kit

SCALE-Sim

awesome_photonics

😎 curated list of open source photonics projects

PyImageSearch-CV-DL-CrashCourse

Repository for PyImageSearch Crash Course on Computer Vision and Deep Learning

netscope

Neural network visualizer and analyzer

photontorch

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

ResNet50-PYNQ

Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ

PadhAI-DeepLearning

All the code files related to the deep learning course from PadhAI

IntegratedOptics.jl

Simulation and Optimization Library for Integrated Optics in Julia.