Stars
Minimal and annotated implementations of key ideas from modern deep learning research.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
llama3 implementation one matrix multiplication at a time
Stock Indicators for Python. Maintained by @LeeDongGeon1996
Personified Generative Chatbot using RNNs (LSTM) & Attention in TensorFlow
Math Techniques viz. ARIMA, Frequency Decomposition, Fourier Filtering, Linear Regression & Bi-directional LSTMs on Feature Engineered Stock Market Data.
Traditional ASR (Signal & Cepstral Analysis, DTW, HMM) & DNNs (Custom Models + DeepSpeech) on Indian Accent Speech
Robotic Localization with SLAM on Raspberry Pi integrated with RP LIDAR A1. Point Cloud remote visualization doing using MQTT in real-time.
A playbook for systematically maximizing the performance of deep learning models.
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
ADAS Car - with Collision Avoidance System (CAS) - on Indian Roads using LIDAR-Camera Low-Level Sensor Fusion. DIY Gadget built with Raspberry Pi, RP LIDAR A1, Pi Cam V2, LED SHIM, NCS 2 and access…
Simple, efficient, open-source package for Simultaneous Localization and Mapping
Code samples for my book "Neural Networks and Deep Learning"
The fastai book, published as Jupyter Notebooks
Efficient Text Localization Algorithm, Image Inversion Detection of Scanned Documents & Language Identification based on Shape Context and Traditional Computer Vision.
Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. ⚡
Source code behind the python-patterns.guide site by Brandon Rhodes
Magenta: Music and Art Generation with Machine Intelligence
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
Course Files for AWS Certified Solutions Architect Certification Course (SAAC02) - Adrian Cantrill
Personal notes for SAA-C02 test from: https://learn.cantrill.io
Pure Python Spell Checking http://pyspellchecker.readthedocs.io/en/latest/
DAANet: Dual Ask-Answer Network for Machine Reading Comprehension
Library for building powerful interactive command line applications in Python