mathieudesponds Goto Github PK
Name: Mathieu Desponds
Type: User
Bio: Personal github account. Copied all the projects from my EPFL guthub account @Mathiponds
Name: Mathieu Desponds
Type: User
Bio: Personal github account. Copied all the projects from my EPFL guthub account @Mathiponds
Data story of a NBA season using D3. Use maps and charts to make a data visualization.
Implementation of greedy and beam search, as well as top-p and top-k. Analyze how varying specific parameters of decoding and sampling algorithms can qualitatively affect the generation and interpretation of NLG evaluation metrics.
Try to anwer the question whether for a new language, we should train a new model or we can translate to english, use english SOTA models and translate back if necessary
Assessed MistralAI-7B capabilities for document information extraction while ensuring client confidentiality, using In-Context Learning, Chain-of-Thought, and LoRa fine-tuning. Develop cost-effective strategies for deploying LLMs in production environments
We build two language model (an LSTM and a Transformer model). Then we build models on the downstream task of **Sentence Paraphrasing** by fine-tuning an Encoder-Decoder architecture with attention and a Transformer.
Analysis of censored tweets. Undestanding the topics that are censored in different countries using different NLP techniques
A data science project, that goes from exploratory data analysis to feature processing and engineering. The goal of the project is to implement machine learning techniques on the data, evaluate their models, generate predictions, and report the findings.
First part of the final project of CS522 Natural Language Processing
This is the 3rd part of the final project of NLP-552. The goal of the project is to use T5 to create a chat-bot for EPFL students using RLHF.
Proposed optimal routes by considering the delays and the correspondence probability where an adapted Raptor algorithm was developed.
1. Fine-tune DistilBERT on NLI and dentify the some salient or toxic features that the model learnt. 2. Sample annotations techniques and production of silver label using (EDA and Back Translation).
Implementation of Uniform Causal Network over faulty network from scratch using UDP and standard Java library.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.