Pinned Repositories
aiofiles
File support for asyncio
airbnb_nyc
Using data I've answered 3 questions: i. Can we group airbnb locations based on amenities offered? ii. How price varies across neighborhoods? iii. Does proximity to train-stations affect the price?
aml-london-2019
Course materials for Applied Machine Learning course in 2019 in London
an_advanced_yolov3_for_small_object
ANPR
License Plate detection and recognition on Indian Number Plates
anpr_yolov5
api-to-postgres
Store data from an API into a Postgres table
async-techniques-python-course
Async Techniques and Examples in Python Course
TaiPhillips's Repositories
TaiPhillips/CenterTrack
Simultaneous object detection and tracking using center points.
TaiPhillips/cheatsheet-python-dependency-management
TaiPhillips/deep-learning-bootcamp
LauzHack Deep Learning Bootcamp
TaiPhillips/embeddings-guide
TaiPhillips/FasterRCNN-PyTorch
This repo implements simple Faster RCNN model in PyTorch with all the essential components.
TaiPhillips/GLMB-adaptive-birth-satellite-videos
Codes will be uploaded upon publication of our paper "ADAPTIVE BIRTH FOR THE GLMB FILTER FOR OBJECT TRACKING IN SATELLITE VIDEOS" in MLSP 2022
TaiPhillips/JETSONSKY
TaiPhillips/LLM-engineer-handbook
A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.
TaiPhillips/llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
TaiPhillips/Mastering-Transformers
Mastering Transformers, published by Packt
TaiPhillips/Microsoft-DAT256X-Essential-Math-for-Machine-Learning-Python-Edition
Machine learning and AI are built on mathematical principles like Calculus, Linear Algebra, Probability, Statistics, and Optimization. This course aims to help you learn some essential foundational concepts and the notation used to express them.
TaiPhillips/ML-From-Scratch-2
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
TaiPhillips/mmdet-rfla
ECCV22: RFLA
TaiPhillips/molehole
TaiPhillips/notebooks_nlp_transformers
Jupyter notebooks for the Natural Language Processing with Transformers book
TaiPhillips/numpy-100
100 numpy exercises (with solutions)
TaiPhillips/Polars-GPU-Engine-Demo
TaiPhillips/pure-bash-bible
📖 A collection of pure bash alternatives to external processes.
TaiPhillips/pure-sh-bible
📖 A collection of pure POSIX sh alternatives to external processes.
TaiPhillips/pytorchTutorial
PyTorch Tutorials from my YouTube channel
TaiPhillips/rag-from-scratch
TaiPhillips/RFS-filters-for-satellite-videos
RFS filters (GLMB and GM-PHD)
TaiPhillips/satellite-video-stabilization
Software
TaiPhillips/SeaDronesSee
Vision Benchmark for Maritime Search and Rescue
TaiPhillips/SpotGEO-VOCdataset-
TaiPhillips/SpotGEO_cocodataset-
TaiPhillips/tiling-window-detection
TaiPhillips/tuts_tesseract_plus
TaiPhillips/Yolo-v2-pytorch
YOLO for object detection tasks
TaiPhillips/zero_to_gpt
Go from no deep learning knowledge to implementing GPT.