Akshay Naik's starred repositories
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
UnnaturalScrollWheels
Invert scroll direction for physical scroll wheels while maintaining "Natural" scrolling for trackpads on MacOS
gpt-summarizer-javascript
Lightweight javascript library to summarize long texts using GPT model
LLaMA-Adapter
[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Fantasy-Premier-League
Creates a .csv file of all players in the English Player League with their respective team and total fantasy points
dstoolkit-forecasting
Template for forecasting data science project and identify consumption profiles in time series
uhuruphotos-android
🖼️A modern media gallery, with features like backup/sync, semantic search, media map, face recognition, memories and much more built using the latest Android technologies.
conference-talks
Slides for my conference talks
trunkbased-mlops
This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.
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
data-science
:bar_chart: Path to a free self-taught education in Data Science!
librephotos
A self-hosted open source photo management service. This is the repository of the backend.
code-server
VS Code in the browser
DL_PyTorch
Code for the Deep Learning with PyTorch lesson
UniversalPauseButton
A pause button that pauses the unpausable. Handy for video game cut scenes especially, but can be used for any application, not just games.
react-window
React components for efficiently rendering large lists and tabular data
react-3d-cube-transition
3D cube transitions with highly customizable each side
adversarial_learning_tfug2020
Contains the slides and hands-on tutorials showcasing adversarial learning on convolutional neural networks to build robust vision models
keras_lr_finder
Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.