Deep Learning stuff and Open Source Enthusiast @OpenSUTD
asitop. Perf monitoring CLI tool for Apple Silicon
4.6kai-lab. All-in-one AI container for rapid prototyping
436tf-metal-experiments. TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)
280text-emotion-classification. Archived - not answering issues
200prowler. Distributed Network Vulnerability Scanner
126m1-cpu-benchmarks. Jupyter Notebook
54SmartBin. Spring 2018 - 10.009 Digital World 1D Project
42pycon-sg19-tensorflow-tutorial. PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance
25fake-news-chrome-extension. Chrome Extension to help fight Online Misinformation
19depsep-conv-benchmarks. Code for Depth-wise Separable Convolutions: Performance Investigations
19t2t-tuner. Convenient Text-to-Text Training for Transformers
18milair-dataset. Military Aircraft Image Dataset
13onprem-gpu-cluster-setup. On-prem GPU Cluster Setup
10fake-news-web-api. Backend endpoint for the Fake News Chrome Extension
9rhh-2017-crowd-tracking. Red Hat Hackathon Singapore 2017 - Camera-based Crowd Tracking Solution
8transformers-benchmarking. just for fun
8awesome-tf2-implementations. List of official/unofficial TF2 implementations of models
7shortcuts. Painless curl | bash installs. Not that you should!
7prowler-dashboard. Dashboard for Prowler
7hyperconverged-private-cloud-guide. A guide to building a hyper-converged private cloud on commodity hardware
6nbvscode. VS Code in Jupyter
3paraphrase-metrics. ACL 2022 paper "Towards Better Characterization of Paraphrases"
3simple-knowledge-graph. Some simple knowledge graph experiments
2tf-pipeline-model-parallel. TensorFlow Pipeline Model Parallel Experiments
2t5-fp16-surgery. T5 FP16 Surgery
2xfmers. Quickly initialize bespoke Transformers
2vision-autonomous-driving. Autonomous Navigation using OpenCV
2singlish-vocab. Singlish vocab in plain text. PR welcome.
250.012-dask-network-project. 50.012: Networks Project (2019)
2sg-rainmap-predictor. SG Rain Areas Prediction
1cyber-range-automation. Cyber-range Automation
1pbs-demo-sutd. PBS Demo for SUTD HPC
1serverless-transformers. Serve HuggingFace Transformer models via Cloud Run
1sg-rainmap-dataset. Singapore Rain Areas Dataset crawled from NEA
1dnn_animations. Animations for explaining DNN layers
1NVStatsRecorder. Python-based NVIDIA GPU Stats Recorder
1endgame. If we find something it's the endgame (also, Avengers yay)
1browser-trafficgen. Realistic browser-based traffic generation with Python
1atomic-orbitals. Jupyter Notebook
1reverse-image-search. Reverse Image Search (Database)
1hoax-images. Dataset of images commonly used for online hoaxes
1libsutd. Singapore University of Technical Difficulty
1Cayenne-PlantMonitor. ESP8266 Plant Monitor using Cayenne
1pen-spring-diffraction. Jupyter Notebook breaking down the Physics of Diffraction
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