Top 19 Python Paper Projects
Code for the paper "Language Models are Unsupervised Multitask Learners"Project mention: Ask HN: Why are we accepting ageism in tech as something immutable? | news.ycombinator.com | 2022-01-14
Eventually there will be so much software that writing code will need to be automated by machines. GPT-2 is open source and it's able to write computer programs, although not very well. GPT-3 does it better and they give it away for free. So imagine how much more advanced the stuff you have to pay money for is, or the trade secret models. You'd think programmers would move on to a higher-level of abstraction where programmers program the computer programs that do programming. That's probably not going to be the case. For example, take a look at the GPT-2 source code https://github.com/openai/gpt-2/blob/master/src/model.py It's only a few hundred lines of code.
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.Project mention: Qlib is an AI-oriented quantitative investment platform | news.ycombinator.com | 2021-11-28
OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.
Code for the paper "Jukebox: A Generative Model for Music"Project mention: I used AI to generate a new Beatles track from scratch. Behold, "Magic Tree". | reddit.com/r/beatles | 2022-01-01
So, I’ve been learning how to optimize Jukebox by Open.ai over the break, and this was my very first full generation (after about 7 hours). I trained almost exclusively off of Abbey Road, and the prompt lyrics were the “magic tree” chorus section — that was pretty much it, aside from some minor cleanup because I didn’t upsample. Also utilized (r)DALL-E for the beautiful cover art. I’m guessing George is that blob in the middle? I’m posting more exploits on my Tok.
[CVPR2020] Adversarial Latent AutoencodersProject mention: [D] How do I make a model which takes a bedroom image as input give an output of different design of bedroom related to input image? | reddit.com/r/MachineLearning | 2021-03-27
source link: https://github.com/podgorskiy/ALAE
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"Project mention: I get an incredibly long error simply for trying to install an older version of Numpy | reddit.com/r/learnprogramming | 2022-01-09
git clone https://github.com/openai/multiagent-particle-envs cd multiagent-particle-envs/ python -m venv maddpg echo env/ >> .gitignore .\maddpg\Scripts\activate pip install gym==0.10.5 pip install numpy==1.14.5
FSL-Mate: A collection of resources for few-shot learning (FSL).
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"Project mention: How to get my multi-agents more collaborative? | reddit.com/r/reinforcementlearning | 2021-02-15
Another thing is that I don't use only one centralized critic, I'm using one for each agent (they are all centralized), you could use parameter sharing for the ones of the same type if you want. A great start would be to look at how the MADDPG works in an implementation (original, tf2 ,pytorch-1 , pytorch-2 ), then you can see how it is the training of the actor and the critic and just adapt the ideas to your MA-PPO implementation.
Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.
Repository relating to the CVPR21 paper TimeLens: Event-based Video Frame InterpolationProject mention: [news] Make Slow Motion Videos With AI! TimeLens explained: a new model for video frame interpolation published at CVPR2021 | reddit.com/r/MachineLearning | 2021-09-11
DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.Project mention: Interesting research areas in Digital Signal Processing. | reddit.com/r/DSP | 2021-06-01
Here’s another one
Your bibliography on the command lineProject mention: Terminal bibliography manager based on BibTeX | reddit.com/r/LaTeX | 2021-04-13
May I suggest adding an "alternatives" section to the README? You should mention at least pubs and papis.
Official Code: 3D Scene Reconstruction from a Single Viewport
Turn web cam into a black / white boardProject mention: Tool that takes camera feed of a document and stretches it correctly on screen | reddit.com/r/linuxquestions | 2021-03-23
I have found it: https://github.com/kacpertopol/cam_board
A fast, high-quality neural vocoder.Project mention: WaveGrad implementation and pretrained model | reddit.com/r/speechtech | 2021-05-31
An implementation of the efficient attention module.Project mention: Efficient Visual Self-Attention - Link to a free online lecture by the author in comments | reddit.com/r/learnmachinelearning | 2021-10-19
Efficient attention: https://arxiv.org/abs/1812.01243 https://github.com/cmsflash/efficient-attention
Implementations of recent research prototypes/demonstrations using MONAI.Project mention: Researchers From NVIDIA & Vanderbilt University Propose ‘Swin UNETR’: A Novel Architecture for Semantic Segmentation of Brain Tumors Using Multi-Modal MRI Images | reddit.com/r/machinelearningnews | 2022-01-13
Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environmentsProject mention: MPC with Gaussian processes for data-efficient reinforcement learning | news.ycombinator.com | 2021-07-23
📦 Powerful Package manager which updates plugins & server software for minecraft serversProject mention: Spud: A Spigot plugin manager that adheres to Unix conventions | reddit.com/r/admincraft | 2021-08-24
Unlike other options like pluGET, it adheres to Unix conventions and doesn't force you to use a GUI, making it easy to use in scripts.
The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.Project mention: Researchers from The Swiss AI Lab IDSIA Unveils How to Simply and Drastically Improve Systematic Generalization of Transformers | reddit.com/r/ArtificialInteligence | 2021-09-01
5 Min Read| Paper| Github
Inspired by recent advances in coverage-guided analysis of neural networks, we propose a novel anomaly detection method. We show that the hidden activation values contain information useful to distinguish between normal and anomalous samples. Our approach combines three neural networks in a purely data-driven end-to-end model. Based on the activation values in the target network, the alarm network decides if the given sample is normal. Thanks to the anomaly network, our method even works in stri
Python Paper related posts
Ask HN: Why are we accepting ageism in tech as something immutable?
1 project | news.ycombinator.com | 14 Jan 2022
I get an incredibly long error simply for trying to install an older version of Numpy
1 project | reddit.com/r/learnprogramming | 9 Jan 2022
Downloaded GPT-2, Encode.py, and Train.py not found.
2 projects | reddit.com/r/GPT3 | 8 Jan 2022
I used AI to generate a new Beatles track from scratch. Behold, "Magic Tree".
1 project | reddit.com/r/beatles | 1 Jan 2022
Use deep fake tech to say stuff with your favorite characters
6 projects | news.ycombinator.com | 25 Dec 2021
TIL there’s A.I.-made music, including a Christmas song about being in a hot tub that sounds like Frank Sinatra.
1 project | reddit.com/r/todayilearned | 20 Dec 2021
Is there a term for software that takes in music as an input, blends the songs together nicely using music theory concepts, and then outputs a hopefully-not-crappy piece of music? Or does this software not exist?
1 project | reddit.com/r/NoStupidQuestions | 20 Dec 2021
What are some of the best open-source Paper projects in Python? This list will help you:
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