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θi+1 = θi - α∑∇ℓ(f(θi, x), y)
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θi+1 = θi - α∑∇ℓ(f(θi, x), y)
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AnasNeumann/README.md

Hi there 👋

My name is Anas Neumann. I have an MSc in software engineering and a PhD in business administration (which in practice meant optimization, simulation, and machine learning applied to industrial problems ^^) from Laval University in Canada 🇨🇦.

I'm currently a post-doc and deep-learning researcher at Polytechnique Montréal and Laval University.

I work with ✨language models / NLP✨ (HuggingFace, Transformers, LangChain, LoRA/QLoRA, etc.) to solve manufacturing issues and ✨time-series models✨ (LSTM, GRU, seq2seq, etc.) to help patients with type-1 diabetes.

My new favorite research areas from a technical point of view are ✨Graph Neural Networks✨, ✨Deep Reinforcement Learning✨ (PPO), and ✨Meta-Learning✨ (MAML).

Besides, I'm also the lead dev of the www.uprodit.com web and mobile platform as well as the Genetic Algorithm-powered www.i4evosim.com.

Pinned

  1. tensorflow/docs tensorflow/docs Public

    TensorFlow documentation

    Jupyter Notebook 6.1k 5.3k

  2. simplemaml simplemaml Public

    A simple generic (TensorFlow) function that implements the MAML algorithm for regression problems as designed by Chelsea Finn et al. 2017

    Python 3

  3. pyTSP pyTSP Public

    A simple Travelling Salesman Problem to solve (optimize) with Python and IBM Cplex - For Learning Purposes

    Jupyter Notebook

  4. twins twins Public

    Our final scholar project for the bachelor's degree: 3D video game using Unity (C# and JS) and PHP

    GLSL 1

  5. sustainapp sustainapp Public

    Final scholar project (Msc. Engineer): mobile app for serious game and learning

    JavaScript 1

  6. heuristic-analysis heuristic-analysis Public

    Scholar project (Ph.D. Laval University): statistical analysis of heuristics and Cplex models

    Java 1