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Name: Alex Lau
Type: User
Bio: Stay focus and be patient
Twitter: AlexLau314
Location: Singapore
Name: Alex Lau
Type: User
Bio: Stay focus and be patient
Twitter: AlexLau314
Location: Singapore
Course project of DASC7011 Statistical Inference
An end-to-end approach to build an image captioning model with engaging captions and controllable attributes
An extremely fast RGB-D segmentation network
Temporarily build this repo for analyzing model runtime
The world's simplest facial recognition api for Python and the command line
Notes on doing Practical Deep Learning For Coders, Part 1
The fastai deep learning library
Temporary home for fastai v2 while it's being developed
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).
I'll be working through the Fast.ai courses entirely in Google Colab notebooks. I'll publish them here!
🔊 Audio and fastai v2
Draft of the fastai book
Setup a pipeline for training (transfer learning) Faster-RCNN in PyTorch. Data are in VOC format
Code and Data for paper "Few-Shot NLG with Pre-Trained Language Model" https://arxiv.org/abs/1904.09521
Collection of notebooks about quantitative finance, with interactive python code.
Reimplement 'Generative Deep Learning' in PyTorch and FastAI
Google Research
Implementation of the MILP-based grid-layout generation algorithm
Codelab for implementing image stitching with Sift using Python, OpenCv and Numpy
HPatches: Homography-patches dataset.
Generate realistic Instagram captions using transformers 🤗
Python sync/async framework for Interactive Brokers API
given a bunch of cropped items with their masks, generate an image with a composition of these items.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
An advanced crypto trading bot written 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.
Using U-Net for foreground and background separation on biomedical image
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.