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Alex Lau's Projects

enetdepth icon enetdepth

An extremely fast RGB-D segmentation network

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

fast_ai icon fast_ai

Notes on doing Practical Deep Learning For Coders, Part 1

fastai icon fastai

The fastai deep learning library

fastai2 icon fastai2

Temporary home for fastai v2 while it's being developed

fastai_doc icon fastai_doc

This repo documents my learning outcome in a course organized by fast.ai - Practical Deep Learning for Coders. I am attending the 2nd edition of the course(2018).

fastai_in_colab icon fastai_in_colab

I'll be working through the Fast.ai courses entirely in Google Colab notebooks. I'll publish them here!

few-shot-nlg icon few-shot-nlg

Code and Data for paper "Few-Shot NLG with Pre-Trained Language Model" https://arxiv.org/abs/1904.09521

grids icon grids

Implementation of the MILP-based grid-layout generation algorithm

hackingsift icon hackingsift

Codelab for implementing image stitching with Sift using Python, OpenCv and Numpy

ib_insync icon ib_insync

Python sync/async framework for Interactive Brokers API

image-affinesynthesis icon image-affinesynthesis

given a bunch of cropped items with their masks, generate an image with a composition of these items.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jesse icon jesse

An advanced crypto trading bot written in Python

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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