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GitHub / lucidrains issue stats

Total issues: 2,941
Total pull requests: 700
Merged pull request: 470
Average time to close issues: 19 days
Average time to close pull requests: 9 days
Average comments per issue: 3.18
Average comments per pull request: 1.81

Issues created

lucidrains/denoising-diffusion-pytorch: 183
lucidrains/x-transformers: 168
lucidrains/audiolm-pytorch: 126
lucidrains/vit-pytorch: 115
lucidrains/DALLE-pytorch: 113
lucidrains/imagen-pytorch: 110
lucidrains/DALLE2-pytorch: 105
lucidrains/vector-quantize-pytorch: 101
lucidrains/stylegan2-pytorch: 97
lucidrains/deep-daze: 92
lucidrains/reformer-pytorch: 89
lucidrains/lightweight-gan: 88
lucidrains/performer-pytorch: 84
lucidrains/big-sleep: 81
lucidrains/byol-pytorch: 80
lucidrains/perceiver-pytorch: 59
lucidrains/alphafold2: 49
lucidrains/musiclm-pytorch: 48
lucidrains/PaLM-rlhf-pytorch: 46
lucidrains/muse-maskgit-pytorch: 36
lucidrains/enformer-pytorch: 35
lucidrains/video-diffusion-pytorch: 34
lucidrains/RETRO-pytorch: 33
lucidrains/phenaki-pytorch: 30
lucidrains/naturalspeech2-pytorch: 30
lucidrains/routing-transformer: 30
lucidrains/linear-attention-transformer: 29
lucidrains/lambda-networks: 28
lucidrains/lion-pytorch: 24
lucidrains/h-transformer-1d: 23
lucidrains/sinkhorn-transformer: 23
lucidrains/recurrent-memory-transformer-pytorch: 20
lucidrains/rotary-embedding-torch: 19
lucidrains/TimeSformer-pytorch: 18
lucidrains/CoCa-pytorch: 18
lucidrains/local-attention: 18
lucidrains/pixel-level-contrastive-learning: 17
lucidrains/egnn-pytorch: 16
lucidrains/toolformer-pytorch: 16
lucidrains/bottleneck-transformer-pytorch: 16
lucidrains/make-a-video-pytorch: 16
lucidrains/se3-transformer-pytorch: 15
lucidrains/tab-transformer-pytorch: 15
lucidrains/point-transformer-pytorch: 15
lucidrains/x-clip: 14
lucidrains/axial-attention: 13
lucidrains/flamingo-pytorch: 13
lucidrains/FLASH-pytorch: 13
lucidrains/memorizing-transformers-pytorch: 13
lucidrains/segformer-pytorch: 13
lucidrains/En-transformer: 12
lucidrains/conformer: 12
lucidrains/flash-attention-jax: 11
lucidrains/unet-stylegan2: 11
lucidrains/ema-pytorch: 11
lucidrains/mlp-mixer-pytorch: 11
lucidrains/electra-pytorch: 11
lucidrains/med-seg-diff-pytorch: 11
lucidrains/PaLM-pytorch: 11
lucidrains/mixture-of-experts: 10
lucidrains/flash-cosine-sim-attention: 10
lucidrains/parti-pytorch: 10
lucidrains/ETSformer-pytorch: 10
lucidrains/nystrom-attention: 10
lucidrains/deformable-attention: 9
lucidrains/pi-GAN-pytorch: 9
lucidrains/linformer: 9
lucidrains/nuwa-pytorch: 9
lucidrains/equiformer-pytorch: 8
lucidrains/compressive-transformer-pytorch: 8
lucidrains/transganformer: 8
lucidrains/triton-transformer: 8
lucidrains/feedback-transformer-pytorch: 8
lucidrains/transformer-in-transformer: 8
lucidrains/x-unet: 8
lucidrains/bit-diffusion: 8
lucidrains/perceiver-ar-pytorch: 8
lucidrains/charformer-pytorch: 7
lucidrains/glom-pytorch: 7
lucidrains/invariant-point-attention: 7
lucidrains/CoLT5-attention: 7
lucidrains/spear-tts-pytorch: 6
lucidrains/marge-pytorch: 6
lucidrains/slot-attention: 6
lucidrains/siren-pytorch: 6
lucidrains/memory-efficient-attention-pytorch: 6
lucidrains/mlm-pytorch: 6
lucidrains/zorro-pytorch: 6
lucidrains/block-recurrent-transformer-pytorch: 6
lucidrains/g-mlp-pytorch: 6
lucidrains/halonet-pytorch: 5
lucidrains/memory-compressed-attention: 4
lucidrains/STAM-pytorch: 4
lucidrains/classifier-free-guidance-pytorch: 4
lucidrains/progen: 4
lucidrains/gated-state-spaces-pytorch: 3
lucidrains/tr-rosetta-pytorch: 3
lucidrains/PaLM-jax: 3
lucidrains/uniformer-pytorch: 3
lucidrains/robotic-transformer-pytorch: 3
lucidrains/protein-bert-pytorch: 3
lucidrains/res-mlp-pytorch: 3
lucidrains/ponder-transformer: 3
lucidrains/global-self-attention-network: 3
lucidrains/n-grammer-pytorch: 3
lucidrains/simple-hierarchical-transformer: 3
lucidrains/jax2torch: 3
lucidrains/memformer: 3
lucidrains/hourglass-transformer-pytorch: 3
lucidrains/hamburger-pytorch: 3
lucidrains/graph-transformer-pytorch: 2
lucidrains/axial-positional-embedding: 2
lucidrains/MaMMUT-pytorch: 2
lucidrains/contrastive-learner: 2
lucidrains/HTM-pytorch: 2
lucidrains/Mega-pytorch: 2
lucidrains/long-short-transformer: 2
lucidrains/cross-transformers-pytorch: 2
lucidrains/uformer-pytorch: 2
lucidrains/coco-lm-pytorch: 2
lucidrains/bidirectional-cross-attention: 2
lucidrains/anymal-belief-state-encoder-decoder-pytorch: 2
lucidrains/ITTR-pytorch: 2
lucidrains/triangle-multiplicative-module: 2
lucidrains/discrete-key-value-bottleneck-pytorch: 2
lucidrains/lie-transformer-pytorch: 1
lucidrains/isab-pytorch: 1
lucidrains/local-attention-flax: 1
lucidrains/llama-qrlhf: 1
lucidrains/rvq-vae-gpt: 1
lucidrains/memory-transformer-xl: 1
lucidrains/mlp-gpt-jax: 1
lucidrains/NWT-pytorch: 1
lucidrains/omninet-pytorch: 1
lucidrains/product-key-memory: 1
lucidrains/rela-transformer: 1
lucidrains/RQ-Transformer: 1
lucidrains/token-shift-gpt: 1
lucidrains/einops-exts: 1
lucidrains/tranception-pytorch: 1
lucidrains/Adan-pytorch: 1
lucidrains/metaformer-gpt: 1

Pull requests created

lucidrains/alphafold2: 52
lucidrains/x-transformers: 48
lucidrains/audiolm-pytorch: 45
lucidrains/denoising-diffusion-pytorch: 39
lucidrains/DALLE-pytorch: 36
lucidrains/vector-quantize-pytorch: 36
lucidrains/egnn-pytorch: 28
lucidrains/DALLE2-pytorch: 24
lucidrains/big-sleep: 22
lucidrains/vit-pytorch: 20
lucidrains/reformer-pytorch: 17
lucidrains/ema-pytorch: 14
lucidrains/lightweight-gan: 13
lucidrains/imagen-pytorch: 13
lucidrains/geometric-vector-perceptron: 12
lucidrains/performer-pytorch: 11
lucidrains/RETRO-pytorch: 11
lucidrains/byol-pytorch: 11
lucidrains/PaLM-rlhf-pytorch: 10
lucidrains/tab-transformer-pytorch: 9
lucidrains/perceiver-pytorch: 9
lucidrains/naturalspeech2-pytorch: 9
lucidrains/deep-daze: 9
lucidrains/spear-tts-pytorch: 8
lucidrains/lion-pytorch: 8
lucidrains/enformer-pytorch: 8
lucidrains/muse-maskgit-pytorch: 8
lucidrains/equiformer-pytorch: 8
lucidrains/classifier-free-guidance-pytorch: 7
lucidrains/med-seg-diff-pytorch: 7
lucidrains/phenaki-pytorch: 7
lucidrains/PaLM-pytorch: 7
lucidrains/stylegan2-pytorch: 7
lucidrains/sinkhorn-transformer: 6
lucidrains/slot-attention: 5
lucidrains/g-mlp-pytorch: 4
lucidrains/flash-attention-jax: 4
lucidrains/rotary-embedding-torch: 4
lucidrains/electra-pytorch: 4
lucidrains/se3-transformer-pytorch: 4
lucidrains/bit-diffusion: 3
lucidrains/pixel-level-contrastive-learning: 3
lucidrains/local-attention: 3
lucidrains/routing-transformer: 3
lucidrains/mlp-mixer-pytorch: 3
lucidrains/TimeSformer-pytorch: 3
lucidrains/musiclm-pytorch: 3
lucidrains/memorizing-transformers-pytorch: 3
lucidrains/video-diffusion-pytorch: 3
lucidrains/invariant-point-attention: 3
lucidrains/toolformer-pytorch: 3
lucidrains/lambda-networks: 3
lucidrains/h-transformer-1d: 2
lucidrains/siren-pytorch: 2
lucidrains/tr-rosetta-pytorch: 2
lucidrains/transformer-in-transformer: 2
lucidrains/perceiver-ar-pytorch: 2
lucidrains/x-clip: 2
lucidrains/CoCa-pytorch: 2
lucidrains/nystrom-attention: 2
lucidrains/En-transformer: 2
lucidrains/mlm-pytorch: 2
lucidrains/memory-efficient-attention-pytorch: 2
lucidrains/marge-pytorch: 2
lucidrains/zorro-pytorch: 2
lucidrains/make-a-video-pytorch: 1
lucidrains/graph-transformer-pytorch: 1
lucidrains/glom-pytorch: 1
lucidrains/conformer: 1
lucidrains/robotic-transformer-pytorch: 1
lucidrains/parti-pytorch: 1
lucidrains/x-unet: 1
lucidrains/res-mlp-pytorch: 1
lucidrains/contrastive-learner: 1
lucidrains/deformable-attention: 1
lucidrains/kronecker-attention-pytorch: 1
lucidrains/bottleneck-transformer-pytorch: 1
lucidrains/linear-attention-transformer: 1
lucidrains/linformer: 1
lucidrains/long-short-transformer: 1
lucidrains/memformer: 1
lucidrains/mlp-gpt-jax: 1
lucidrains/multistream-transformers: 1
lucidrains/nuwa-pytorch: 1
lucidrains/einops-exts: 1
lucidrains/point-transformer-pytorch: 1
lucidrains/protein-bert-pytorch: 1
lucidrains/PaLM-jax: 1
lucidrains/segformer-pytorch: 1
lucidrains/jax2torch: 1
lucidrains/STAM-pytorch: 1
lucidrains/fast-transformer-pytorch: 1
lucidrains/FLASH-pytorch: 1
lucidrains/tf-bind-transformer: 1
lucidrains/transganformer: 1
lucidrains/triton-transformer: 1
lucidrains/unet-stylegan2: 1
lucidrains/hourglass-transformer-pytorch: 1
lucidrains/flamingo-pytorch: 1

Issue owner Associations

None (2,774, 94.32%)
Contributor (132, 4.49%)
Owner (26, 0.88%)
Collaborator (9, 0.31%)

Pull Request owner Associations

Contributor (375, 53.57%)
None (180, 25.71%)
Collaborator (74, 10.57%)
Owner (71, 10.14%)

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