Akash's starred repositories
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
project-based-learning
Curated list of project-based tutorials
mmdetection
OpenMMLab Detection Toolbox and Benchmark
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Python-programming-exercises
100+ Python challenging programming exercises
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
rust-cookbook
https://rust-lang-nursery.github.io/rust-cookbook
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
tf-explain
Interpretability Methods for tf.keras models with Tensorflow 2.x
flutter_particle_clock
The Grand Prize-winning entry of the #FlutterClock challenge.
network-slimming
Network Slimming (Pytorch) (ICCV 2017)
Question-Generation-Paper-List
A summary of must-read papers for Neural Question Generation (NQG)
CapsNet-Visualization
🎆 A visualization of the CapsNet layers to better understand how it works
sparse_learning
Sparse learning library and sparse momentum resources.
rust-examples
Examples from tutorial and other documentations of Rust.