Top 23 Jupyter Notebook AI Projects
Google ResearchProject mention: I'm failing to download a repository correctly | reddit.com/r/u_No_Possibility_7588 | 2022-01-18
# Install steps - download the `ml-agents` repository `git clone https://github.com/Unity-Technologies/ml-agents` - create a Python folder in `ml-agents` and clone `social_rl` repo into it `svn export https://github.com/google-research/google-research/trunk/social_rl` - copy `environments.py` and `gymwrappers.py` into this Python folder - create a python3.8 environment and install `social_rl` requirements `conda create -n mlagents python=3.8` `pip install -r requirements.txt` - install `ml-agents_envs`, `ml-agents` and `gym-unity` from the `ml-agents` repository `python install setup.py`
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.Project mention: Rainbow Library | reddit.com/r/reinforcementlearning | 2021-06-10
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
Building Large-Scale AI Applications for Distributed Big DataProject mention: Machine learning on JVM | reddit.com/r/scala | 2021-04-05
Intel BigDL for Spark which again is for Spark.
A Deep Learning based project for creating line art portraits.Project mention: Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below? | reddit.com/r/answers | 2022-01-11
I found one quite quickly, it's even free!
Data augmentation for NLPProject mention: Text Data Augmentation using GPT-2 Language Model | reddit.com/r/LanguageTechnology | 2021-12-15
A cool library I recently came across for text augmentation is nlpaug, it does a different thing to your approach, but I think both are useful :)
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demoProject mention: Interactive Machine Learning Experiments | news.ycombinator.com | 2021-08-09
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.aiProject mention: [D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs | reddit.com/r/MachineLearning | 2021-04-05
https://www.fixmyphoto.ai/ has been deployed "on a serverless React application with AWS lambda functions handling inference" according to the github page.
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.
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.Project mention: [P] Deep Learning in Production Book | reddit.com/r/MachineLearning | 2021-11-30
The book is based on an old articles series we wrote on our blog so a big portion of the content is already available for free. We just organized/restructured some of the articles and we added some new material. We use a variety of examples with libraries such as Tensorflow, Flask, uWSGI, Nginx, Docker, Kubernetes, Tensorflow Extended, Google Cloud, Vertex AI. The full code and the articles can be found on Github (https://github.com/The-AI-Summer/Deep-Learning-In-Production)
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chainProject mention: How to use the code to do analysis with my data | reddit.com/r/github | 2021-07-17
Hi, how can i use the code of an analysis like this https://github.com/ikatsov/tensor-house/blob/master/pricing/price-optimization-multiple-time-intervals.ipynb but with my data?
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).Project mention: [D] Looking for open source projects to contribute | reddit.com/r/MachineLearning | 2022-01-09
Our package imodels is expanding our sklearn-compatible set of interpretable models and always looking for new contributors!
Workshops organized to introduce students to security, AI, AR/VR, hardware and softwareProject mention: AI, Security, P2P and Software innovation workshops | news.ycombinator.com | 2021-01-24
The `rtdl` library + The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data"Project mention: [P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library | reddit.com/r/MachineLearning | 2021-09-07
Open Sourced Curriculum and Lessons for an Introductory AI/ML Course
Easily compute clip embeddings and build a clip retrieval system with them
Settlers of Catan Bot Simulator and Strong AI PlayerProject mention: Any bot programs to use the actual board? | reddit.com/r/Catan | 2021-10-16
I don’t know if any complete project like you are describing. Here is a python based catan botthat someone made https://github.com/bcollazo/catanatron
A program that can add an artistic touch to any image.Project mention: [project-showcase] Art I made using neural style transfer. | reddit.com/r/learnmachinelearning | 2021-12-11
Here's the source code
All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow
Creative Prediction with Neural NetworksProject mention: Research topic combining cs and music? | reddit.com/r/compsci | 2021-06-24
Using Artificial Intelligence to distinguish between suicidal and depressive messages (4th Place Congressional App Challenge)Project mention: Web App for Suicide Detection using AI | reddit.com/r/datascience | 2021-03-12
I mean, your own notebooks clearly show that your models aren't converging and yet you're launching and marketing this. (?!?). At the very least you should be labeling your product as non-functional alpha POC - and that's generous.
This project tries to prediction the bitcoin price with machine and deep learning.Project mention: Deep And Machine Learning Based Bitcoin Price Prediction | OPEN SOURCE | Jupyter Notebook | reddit.com/r/Python | 2021-03-16
Github: onuratakan/bitcoin_price_prediction: This project tries to prediction the bitcoin price with machine and deep learning. (github.com)
An AI that recommends anime based on personal history.Project mention: Anime recommendation discord bot | reddit.com/r/learnmachinelearning | 2021-08-17
Project mention: How to customize the dataset in this code (mediapipe) | reddit.com/r/AskProgramming | 2021-11-03
Hello. I am very new to Jupyter Notebook and programming in general and things got a little confusing for me. So I'm trying to run this program from this GitHub link https://github.com/prp-e/sign_language_detector So far, it works for me and it was able to do the task intended. However, I was wondering how could I customize the dataset to my liking (i.e. using different words rather than the ones already included) for translation? Steps 5 and 6 of the notebook are data gathering and adding data to the CSV file, respectively, but when I ran it, it didn't change the dataset.
Project mention: [P] The ai example codes and explanations for newbies | reddit.com/r/MachineLearning | 2022-01-16
Jupyter Notebook AI related posts
[Tutorial] Building recommendation systems with Tensorflow and ScaNN (Scalable Nearest Neighbors)
1 project | reddit.com/r/vectordatabase | 18 Jan 2022
Goldman predicts the euro area will outgrow the U.S. economy over the next two years
1 project | reddit.com/r/Economics | 11 Jan 2022
Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below?
2 projects | reddit.com/r/answers | 11 Jan 2022
[R] The Illustrated Retrieval Transformer (GPT3 performance at 4% the size)
1 project | reddit.com/r/MachineLearning | 4 Jan 2022
[R] Training Machine Learning Models More Efficiently with Dataset Distillation
2 projects | reddit.com/r/MachineLearning | 15 Dec 2021
[project-showcase] Art I made using neural style transfer.
1 project | reddit.com/r/learnmachinelearning | 11 Dec 2021
Github project showcase: Neural style transfer using CNN
1 project | reddit.com/r/programming | 11 Dec 2021
What are some of the best open-source AI projects in Jupyter Notebook? This list will help you:
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