flashlight
project-based-learning
| flashlight | project-based-learning | |
|---|---|---|
| 16 | 197 | |
| 5,152 | 169,446 | |
| 0.5% | 3.5% | |
| 7.4 | 0.0 | |
| 29 days ago | 3 days ago | |
| C++ | ||
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
flashlight
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MatX: Efficient C++17 GPU numerical computing library with Python-like syntax
I think a comparison to PyTorch, TensorFlow and/or JAX is more relevant than a comparison to CuPy/NumPy.
And then maybe also a comparison to Flashlight (https://github.com/flashlight/flashlight) or other C/C++ based ML/computing libraries?
Also, there is no mention of it, so I suppose this does not support automatic differentiation?
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Project Resources
This Facebook ai project seems reasonably structured after looking at its CMakeLists.txt. CMake is a build generator for c++, it's how you make binaries to run your project: https://github.com/flashlight/flashlight
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Meta AI Open Sources Flashlight: Fast and Flexible Machine Learning Toolkit in C++
Continue reading | Check out the paper and github link
- Flashlight: A C++ standalone library for machine learning
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[D] Deep Learning Framework for C++.
I built and maintain Flashlight, a C++-first library for ML/DL. We built Flashlight to be:
- [R] C++ for Machine Learning
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What is the most used library for AI in C++ ?
I’ve never used it, but Facebook’s flashlight looks interesting
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Python.
Flashlight bro, not flash. Read again
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Mozilla Common Voice Adds 16 New Languages and 4,600 New Hours of Speech
I've had good results with https://github.com/flashlight/flashlight/blob/master/flashli.... Seems to work well with spoken english in a variety of accents. Biggest limitation is that the architecture they have pretrained models for doesn't really work well with clips longer than ~15 seconds, so you have to segment your input files.
- [D] C++ in Machine Learning.
project-based-learning
- Project-Based Learning: A curated list of project-based tutorials
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How to Become a Software Engineer ?
View on GitHub
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🕵️♂️ The Art of Self-Learning: How to Teach Yourself Any Programming Concept 🤓
Tired of the same old ideas or completely lost trying to find one? Check this great repo containing a bunch of different links to other lists of ideas!
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Git from the Bottom Up
There's a whole load of these listed here: https://github.com/practical-tutorials/project-based-learnin...
- 18 Must-Bookmark GitHub Repositories Every Developer Should Know
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Top 10 GitHub Repositories Every Developer Should Bookmark in 2024
3) Project-Based Learning: Break free from the shackles of theoretical frameworks and dive headfirst into practical projects. This repository curates a diverse range of project ideas, from building basic web applications to creating intricate 3D games, all designed to solidify your understanding through hands-on experience. (https://github.com/practical-tutorials/project-based-learning)
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Resources I wish I knew when I started my career
4. Project Based Learning
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The Top 10 GitHub Repositories Making Waves 🌊📊
View on GitHub
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Projects ideas
https://github.com/practical-tutorials/project-based-learning and https://github.com/Xtremilicious/projectlearn-project-based-learning
- What after learncpp.com? How to practise c++? Projects or quesion practise?
What are some alternatives?
TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
build-your-own-x - Master programming by recreating your favorite technologies from scratch.
DeepSpeech - DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
build-your-own-x - 🤓 Build your own (insert technology here) [Moved to: https://github.com/codecrafters-io/build-your-own-x]
PaddleSpeech - Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
project-based-tutorials-in-c - A curated list of project-based tutorials in C
STT - 🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.
Daily-Coding-DS-ALGO-Practice - A open source project🚀 for bringing all interview💥💥 and competative📘 programming💥💥 question under one repo📐📐
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
CPlusPlusThings - C++那些事
DNS-Challenge - This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.
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