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/an_advanced_yolov3_for_small_object
TaiPhillips/CenterTrack
Simultaneous object detection and tracking using center points.
TaiPhillips/code_snippets
TaiPhillips/concurrency-in-python-with-asyncio
Code for the upcoming Manning book Concurrency in Python with Asyncio
TaiPhillips/deep-learning-bootcamp
LauzHack Deep Learning Bootcamp
TaiPhillips/Deep-Learning-with-PyTorch
Deep Learning with Pytorch
TaiPhillips/FasterRCNN-PyTorch
This repo implements simple Faster RCNN model in PyTorch with all the essential components.
TaiPhillips/fastparquet
python implementation of the parquet columnar file format.
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/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/mmdet-rfla
ECCV22: RFLA
TaiPhillips/NNFS-book-with-Implementation
Book and code where describe each and every topic of neural network from scratch.
TaiPhillips/notebooks_nlp_transformers
Jupyter notebooks for the Natural Language Processing with Transformers book
TaiPhillips/numpy-100
100 numpy exercises (with solutions)
TaiPhillips/ppyolov2-pytorch
Pytorch reimplement of PPYOLOv2, PPYOLO, YOLOv3
TaiPhillips/python-deepdive
Python Deep Dive Course - Accompanying Materials
TaiPhillips/Python-for-Probability-Statistics-and-Machine-Learning-2E
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
TaiPhillips/PyTorch-Tutorial
This is a repository for the PyTorch Tutorial series on Visual Learners.
TaiPhillips/pytorchTutorial
PyTorch Tutorials from my YouTube channel
TaiPhillips/RFS-filters-for-satellite-videos
RFS filters (GLMB and GM-PHD)
TaiPhillips/satellite-video-stabilization
Software
TaiPhillips/SpotGEO-VOCdataset-
TaiPhillips/SpotGEO_cocodataset-
TaiPhillips/subwAI
Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification
TaiPhillips/ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
TaiPhillips/using-asyncio-examples
Examples from "Using Asyncio in Python: Understanding Python's Asynchronous Programming Features".
TaiPhillips/vosk-server
WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries
TaiPhillips/Yolo-v2-pytorch
YOLO for object detection tasks