Akash Ravichandran's Projects
Solutions for Kaggle Competitions that I participate.
Repository for Kuzushiji-MNIST, Kuzushiji-49, and Kuzushiji-Kanji
A script to extend the memory in Linkit7688
Transform ML models into a native code (Java, C, Python, Go) with zero dependencies
MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
Open Machine Learning Course
Multi-class with imbalanced dataset classification
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Python best practices guidebook, written for humans.
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
A community based Python library for quantitative economics
Semantic Image Synthesis with SPADE
A PyTorch Implementation of End-to-End Models for Speech-to-Text
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
Code for Natural Language Processing, and Text Generation, in TensorFlow 2.x / 1.x
Deep learning library featuring a higher-level API for TensorFlow.
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
Find the number of people who are speaking in a given .wav file and find the time slots of each person.
Command-line program to download videos from YouTube.com and other video sites