Singapore

Timothy Liu

Elite
@tlkh

Deep Learning stuff and Open Source Enthusiast @OpenSUTD

asitop. Perf monitoring CLI tool for Apple Silicon

4.6k

ai-lab. All-in-one AI container for rapid prototyping

436

tf-metal-experiments. TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

280

text-emotion-classification. Archived - not answering issues

200

prowler. Distributed Network Vulnerability Scanner

126

m1-cpu-benchmarks. Jupyter Notebook

54

SmartBin. Spring 2018 - 10.009 Digital World 1D Project

42

pycon-sg19-tensorflow-tutorial. PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

25

fake-news-chrome-extension. Chrome Extension to help fight Online Misinformation

19

depsep-conv-benchmarks. Code for Depth-wise Separable Convolutions: Performance Investigations

19

t2t-tuner. Convenient Text-to-Text Training for Transformers

18

milair-dataset. Military Aircraft Image Dataset

13

onprem-gpu-cluster-setup. On-prem GPU Cluster Setup

10

fake-news-web-api. Backend endpoint for the Fake News Chrome Extension

9

rhh-2017-crowd-tracking. Red Hat Hackathon Singapore 2017 - Camera-based Crowd Tracking Solution

8

transformers-benchmarking. just for fun

8

awesome-tf2-implementations. List of official/unofficial TF2 implementations of models

7

shortcuts. Painless curl | bash installs. Not that you should!

7

prowler-dashboard. Dashboard for Prowler

7

hyperconverged-private-cloud-guide. A guide to building a hyper-converged private cloud on commodity hardware

6

nbvscode. VS Code in Jupyter

3

paraphrase-metrics. ACL 2022 paper "Towards Better Characterization of Paraphrases"

3

simple-knowledge-graph. Some simple knowledge graph experiments

2

tf-pipeline-model-parallel. TensorFlow Pipeline Model Parallel Experiments

2

t5-fp16-surgery. T5 FP16 Surgery

2

xfmers. Quickly initialize bespoke Transformers

2

vision-autonomous-driving. Autonomous Navigation using OpenCV

2

singlish-vocab. Singlish vocab in plain text. PR welcome.

2

50.012-dask-network-project. 50.012: Networks Project (2019)

2

sg-rainmap-predictor. SG Rain Areas Prediction

1

cyber-range-automation. Cyber-range Automation

1

pbs-demo-sutd. PBS Demo for SUTD HPC

1

serverless-transformers. Serve HuggingFace Transformer models via Cloud Run

1

sg-rainmap-dataset. Singapore Rain Areas Dataset crawled from NEA

1

dnn_animations. Animations for explaining DNN layers

1

NVStatsRecorder. Python-based NVIDIA GPU Stats Recorder

1

endgame. If we find something it's the endgame (also, Avengers yay)

1

browser-trafficgen. Realistic browser-based traffic generation with Python

1

atomic-orbitals. Jupyter Notebook

1

reverse-image-search. Reverse Image Search (Database)

1

hoax-images. Dataset of images commonly used for online hoaxes

1

libsutd. Singapore University of Technical Difficulty

1

Cayenne-PlantMonitor. ESP8266 Plant Monitor using Cayenne

1

pen-spring-diffraction. Jupyter Notebook breaking down the Physics of Diffraction

1
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