76 lines
3.1 KiB
Markdown
76 lines
3.1 KiB
Markdown
# More Math
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Adds math nodes for numbers and types which do not need it. I got inspired by was_extras node.
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#WARNING This node is not compatible to ComfyUI-Impact-Pack which forces older antlr version.
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## Quickstart
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1. Install [ComfyUI](https://docs.comfy.org/get_started).
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1. Clone this repository into `ComfyUI/custom_nodes`.
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1. Restart ComfyUI.
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You can also get the node from comfy manager under the name of More math.
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# Features
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- functions and variables in math expressions
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- Nodes for CONDITIONING, LATENT, IMAGE, NOISE, FLOAT, VIDEO and AUDIO
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## Operators
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- Math: `+`, `-`, `*`, `/`, `%`, `^`
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- Boolean: `<`, `<=`, `>`, `>=`, `==`, `!=`
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(`false = 0.0`, `true = 1.0`)
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## Functions
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- Basic: `abs`, `sqrt`, `ln`, `log`, `exp`, `pow`
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- Trigonometric: `sin`, `cos`, `tan`, `asin`, `acos`, `atan`, `atan2`
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- Hyperbolic: `sinh`, `cosh`, `tanh`, `asinh`, `acosh`, `atanh`
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- Aggregates: `smin`, `smax` , `snorm` (scalar), `tmin`, `tmax`, `tnorm` (elementwise)
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- Other: `floor`, `ceil`, `round`, `gamma`, `clamp`, `sigm` (sigmoid) `fft` (N-D FFT on non-batch/channel dims), `ifft` (Inverse N-D FFT, returns real component), `angle` (in ifft only)
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- Shaders: `lerp(a, b, w)`, `step(x, edge)`, `smoothstep(x,edge0, edge1)`, `fract(x)`
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- ML: `relu(x)`, `softplus(x)`, `gelu(x)`, `sign(x)`
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- Tensor: `swap(tensor, dim, index1, index2)` (swaps two slices of a tensor along a dimension)
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## Variables
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- **common inputs** (matches node input type):
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- `a`, `b`, `c`, `d`
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- **Extra floats**:
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- `w`, `x`, `y`, `z`
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- **INSIDE IFFT**
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- `F` or `frequency_count` – frequency count (freq domain, iFFT only)
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- `K` or `frequency` – isotropic frequency (Euclidean norm of indices, iFFT only)
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- `Kx`, `Ky`, `K_dimN` - frequency index for specific dimension
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- `Fx`, `Fy`, `F_dimN` - frequency count for specific dimension
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- **IMAGE and LATENT**:
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- `C` or `channel` - channel of image
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- `X` - position X in image. 0 is in top left
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- `Y` - position Y in image. 0 is in top left
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- `W` or `width` - width of image. y/width = 1
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- `H` or `height`- height of image. x/height = 1
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- `B` or 'batch' - position in batch
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- 'T' or 'batch_count` - number of batches
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- `N` or `channel_count` - count of channels
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- **AUDIO**:
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- `B` or 'batch' - position in batch
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- `N` or `channel_count` - count of channels
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- `C` or `channel` - channel of audio
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- `S` or `sample` – current audio sample
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- 'T' or 'sample_count` - audio lenght in samples
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- `R` or `sample_rate` – sample rate
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- **VIDEO**
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- refer to `IMAGE and LATENT` for visual part (but `batch` is `frame` and `batch_count` is `frame_count`)
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- refer to `AUDIO` for sound part
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- **NOISE**
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- refer to `IMAGE and LATENT` for most variables
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- `I` or `input_latent` – latent used as input to generate noise before noise is generated into it
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- **CONDITIONING and FLOAT**
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- no additional variables
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- `F` or `frequency_count` – frequency count (freq domain, iFFT only)
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- `K` or `frequency` – isotropic frequency (Euclidean norm of indices, iFFT only)
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- `Kx`, `Ky`, `K_dimN` - frequency index for specific dimension
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- `Fx`, `Fy`, `F_dimN` - frequency count for specific dimension
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- Constants: `e`, `pi`
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