Kapil Sachdeva's repositories
rethinking-tensorflow-probability
Statistical Rethinking (2nd Ed) with Tensorflow Probability
angular2-swing
angular 2 component for the swing library (https://github.com/gajus/swing)
ionic2-code-push-example
Example of how to use Microsoft CodePush with ionic2 and ionic-native
scikit-nni
AutoML - Hyper parameters search for scikit-learn pipelines using Microsoft NNI
od-loss-exp
Some work to compare various object detection loss functions
probability
Probabilistic reasoning and statistical analysis in TensorFlow
jetson-nano-image
Create a minimalist, Ubuntu based image for Nvidia jetson nano board
node-docker-compose
Docker Compose API (not wrapper on python application) for NodeJS
awesome-knowledge-distillation
Awesome Knowledge Distillation
awesome-normalizing-flows
A list of awesome resources on normalizing flows.
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
distfit
Python package for probability density function fitting of univariate distributions of non-censored data
esp-idf
Espressif IoT Development Framework. Official development framework for ESP32.
langchain
⚡ Building applications with LLMs through composability ⚡
manim
Animation engine for explanatory math videos
manim-tweets
Code for tweets by @manim_community on twitter
mcmc-demo
Interactive Markov-chain Monte Carlo Javascript demos
optax
Optax is a gradient processing and optimization library for JAX.
rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
sktime
A unified framework for machine learning with time series
symbulate
A symbolic algebra for specifying simulations.
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
torchview
torchview: visualize pytorch models
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
vision-explanation-methods
Methods for creating saliency maps for computer vision models.
yocto-tls
A minimalist implementation of the TLS 1.3 cryptographic protocol targeting deeply embedded systems.