Tensors and Dynamic neural networks in Python with strong GPU acceleration
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Dec 22, 2024 - Python
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tensor
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PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
deep-learning jupyter-notebook nn pytorch autograd caption gan image-classification tensorboard tensor neural-style visdom pytorch-tutorials pytorch-tutorials-cn charrnn neuraltalk
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Dec 24, 2023 - Jupyter Notebook
Open deep learning compiler stack for cpu, gpu and specialized accelerators
javascript machine-learning performance deep-learning metal compiler gpu vulkan opencl tensor spirv rocm tvm
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Dec 16, 2024 - Python
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
rust machine-learning deep-learning cross-platform neural-network high-performance concurrency wasm pytorch scientific-computing ndarray tensor webgpu autotune autodiff onnx kernel-fusion llm
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Dec 20, 2024 - Rust
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
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Dec 21, 2024 - Python
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
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Oct 24, 2024 - C++
LibRec: A Leading Java Library for Recommender Systems, see
java matrix collaborative-filtering matrix-factorization systems sparse recommender tensor-factorization collaborative tensor factorization filtering recommender-systems recommendation-algorithms probabilistic-graphical-models
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Jul 13, 2023 - Java
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
python machine-learning tensorflow numpy scikit-learn pandas pytorch xgboost lightgbm tensor dask ray dataframe statsmodels joblib
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Jan 2, 2024 - Python
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
data-science machine-learning ai cpp pandas statistical-analysis data-analysis tensorboard trading-strategies trading-algorithms tensor statistical dataframe numerical-analysis financial-engineering multidimensional-data heterogeneous-data financial-data-analysis large-data polars
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Dec 21, 2024 - C++
A list of awesome compiler projects and papers for tensor computation and deep learning.
programming-language machine-learning deep-learning compiler high-performance-computing code-generation tensor
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Oct 19, 2024
On-device AI across mobile, embedded and edge for PyTorch
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Dec 22, 2024 - C++
Inference Llama 2 in one file of pure 🔥
performance modular mojo inference simd llama tensor vectorization parallelize transformer-architecture llama2
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May 21, 2024 - Mojo
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
python data-science machine-learning statistics research deep-learning neural-network gpu optimization scikit-learn pytorch econometrics data-analysis tensor regression-models statsmodels
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Nov 19, 2024 - Jupyter Notebook
Deep learning in Rust, with shape checked tensors and neural networks
rust machine-learning deep-neural-networks deep-learning neural-network gpu cuda autograd rust-lang gpu-acceleration cuda-kernels tensor gpu-computing backpropagation cudnn cuda-toolkit cuda-support autodiff autodifferentiation
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Jul 23, 2024 - Rust
TensorLy: Tensor Learning in Python.
python machine-learning mxnet tensorflow numpy regression pytorch decomposition tensor-factorization tensor tensor-algebra tensorly tensor-learning tensor-decomposition cupy tensor-methods jax tensor-regression
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Dec 16, 2024 - Python
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
iot machine-learning nim deep-learning opencl linear-algebra automatic-differentiation openmp parallel-computing cuda autograd gpgpu neural-networks high-performance-computing ndarray tensor gpu-computing multidimensional-arrays cudnn matrix-library
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Nov 10, 2024 - Nim
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
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Apr 14, 2024 - C++
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