It was the worst. But it did have a few really awesome UI features, a built-in debugger, persistent memory, etc. This is one of my first open source projects ever: https://
code.google.com/archive/p/matr
bm/
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matRBM, a library to train Restricted Boltzmann Machines in Matlab 🙂 Main training loop:
OPEN SOURCE
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matRBM: Early Open Source Project for Restricted Boltzmann Machines
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Matrix Classes and Neural Networks: From BPTT to Modern Frameworks
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In the 90s I had to first implement matrix classes before I could even start coding neural nets – it was awful! I suffered so much with BPTT! Matlab did make things more efficient and was great until Python arrived. Leon Bottou and Yann Lecun pioneered SGD and torch style
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Automatic Differentiation Frameworks Revolutionized Machine Learning Development
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To be honest, Geoff still uses Matlab and that is how we got dropout and distillation. I think software frameworks based on automatic differentiation (eg torch) changed the game, but whether it was lua, matlab or python seemed to matter less. Granted I prefer python and indeed my
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DistBelief Pioneer Reflects on Distributed Machine Learning Legacy
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You were a real pioneer @unJADded ! Looking back, honestly I feel a bit bad at how hard DistBelief was to use, and the complexity of the C++ interface we built…. Nonetheless, I'm glad it turned out to be a useful product of its time!
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OpenCV Downloads Reach 20 Million Monthly
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And that opencv is downloaded 20 million times a month
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Prometheus 2: Open-Source LM for Evaluating Language Models
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6). An Open-source LM Specialized in Evaluating Other LMs – open-source Prometheus 2 (7B & 8x7B), state-of-the-art open evaluator LLMs that closely mirror human and GPT-4 judgments; they support both direct assessments and pair-wise ranking formats grouped with user-defined
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DistBelief Distributed Training System Framework Comparison
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DistBelief is the distributed training system used for that paper & 1000s of other things. Your statement is equivalent to implementing an unsupervised algorithm in PyTorch, seeing modest results (like 70% relative improvement in SoTA on Imagenet 20k) & declaring PyTorch a dead
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Embedchain GitHub Data Source Documentation Details
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Yes. More details are on the documentation: https://
docs.embedchain.ai/components/dat
a-sources/github
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Explore LLM Apps with RAG in GitHub Repository
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Find all the awesome LLM Apps demo with RAG in the following Github Repo. P.S: Don't forget to star the repo to show your support
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Full RAG Application Code for GitHub Repository Chat
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Full RAG Application Code to Chat with GitHub Repo